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CIKM Tables of Contents: 0809101112131415

Proceedings of the 2013 ACM Conference on Information and Knowledge Management

Fullname:Proceedings of the 22nd ACM International Conference on Information & Knowledge Management
Editors:Qi He; Arun Iyengar; Wolfgang Nejdl; Jian Pei; Rajeev Rastogi
Location:San Francisco, California
Dates:2013-Oct-27 to 2013-Nov-01
Standard No:ISBN: 978-1-4503-2263-8; ACM DL: Table of Contents; hcibib: CIKM13
Links:Conference Website
  1. Keynote address
  2. DB track: search
  3. IR track: retrieval models
  4. IR track: entities
  5. KM track: social networks (1)
  6. KM track: mining topics
  7. KM track: pattern mining and applications
  8. DB track: data streams and probabilistic queries
  9. IR track: search engines
  10. IR track: networks
  11. KM track: social networks (2)
  12. KM track: mining big data
  13. KM track: ontologies
  14. KM track: mobile and event mining
  15. IR track: evaluation
  16. IR track
  17. DB track: data streams and ranking
  18. KM track: graphs and networks
  19. KM track: clusters, topics and similarity
  20. DB track: graphs and social networks
  21. IR track: data classification
  22. KM track: networks
  23. KM track: mining reviews and Wiki
  24. IR track: applications I
  25. Poster session: DB+IR track
  26. Industry session
  27. IR track: ranking
  28. KM track: learning and applications (1)
  29. KM track: similarity, clustering, and outlier mining
  30. IR track: applications II
  31. Poster Session: KM track
  32. Industry session
  33. DB track: graphs and storage systems
  34. KM track: social networks and media
  35. KM track: text
  36. IR track
  37. Poster session: IR track
  38. Industry session
  39. DB track: miscellaneous
  40. IR track: users
  41. KM track: extraction and text mining
  42. KM track: community and web mining
  43. KM track: learning and applications (2)
  44. Industry session
  45. DB track: query processing and privacy
  46. IR Track
  47. KM track: entities, tags, and time series
  48. KM track: mining and learning
  49. Demo session
  50. Panel discussion
  51. Co-located workshop summaries

Keynote address

Scholarly big data: information extraction and data mining BIBAFull-Text 1-2
  C. Lee Giles
Applying theory to practice BIBAFull-Text 3-4
  Ronald Fagin
Usability in machine learning at scale with GraphLab BIBAFull-Text 5-6
  Carlos Guestrin
Structured data in web search BIBAFull-Text 7-8
  Alon Halevy

DB track: search

One size does not fit all: multi-granularity search of web forums BIBAFull-Text 9-18
  Gayatree Ganu; Amélie Marian
Spatial search for K diverse-near neighbors BIBAFull-Text 19-28
  Gregory Ference; Wang-Chien Lee; Hui-Ju Jung; De-Nian Yang
Mining a search engine's corpus without a query pool BIBAFull-Text 29-38
  Mingyang Zhang; Nan Zhang; Gautam Das
G-tree: an efficient index for KNN search on road networks BIBAFull-Text 39-48
  Ruicheng Zhong; Guoliang Li; Kian-Lee Tan; Lizhu Zhou
Efficient parsing-based search over structured data BIBAFull-Text 49-58
  Aditya Parameswaran; Raghav Kaushik; Arvind Arasu

IR track: retrieval models

Graph-of-word and TW-IDF: new approach to ad hoc IR BIBAFull-Text 59-68
  François Rousseau; Michalis Vazirgiannis
Map search via a factor graph model BIBAFull-Text 69-78
  Qi Zhang; Jihua Kang; Yeyun Gong; Huan Chen; Yaqian Zhou; Xuanjing Huang
A phased ranking model for question answering BIBAFull-Text 79-88
  Rui Liu; Eric Nyberg
CRF framework for supervised preference aggregation BIBAFull-Text 89-98
  Maksims N. Volkovs; Richard S. Zemel
CQArank: jointly model topics and expertise in community question answering BIBAFull-Text 99-108
  Liu Yang; Minghui Qiu; Swapna Gottipati; Feida Zhu; Jing Jiang; Huiping Sun; Zhong Chen

IR track: entities

Penguins in sweaters, or serendipitous entity search on user-generated content BIBAFull-Text 109-118
  Ilaria Bordino; Yelena Mejova; Mounia Lalmas
Entity-centric document filtering: boosting feature mapping through meta-features BIBAFull-Text 119-128
  Mianwei Zhou; Kevin Chen-Chuan Chang
Structured positional entity language model for enterprise entity retrieval BIBAFull-Text 129-138
  Chunliang Lu; Lidong Bing; Wai Lam
Learning relatedness measures for entity linking BIBAFull-Text 139-148
  Diego Ceccarelli; Claudio Lucchese; Salvatore Orlando; Raffaele Perego; Salvatore Trani
Gem-based entity-knowledge maintenance BIBAFull-Text 149-158
  Bilyana Taneva; Gerhard Weikum

KM track: social networks (1)

Predicting user activity level in social networks BIBAFull-Text 159-168
  Yin Zhu; Erheng Zhong; Sinno Jialin Pan; Xiao Wang; Minzhe Zhou; Qiang Yang
On popularity prediction of videos shared in online social networks BIBAFull-Text 169-178
  Haitao Li; Xiaoqiang Ma; Feng Wang; Jiangchuan Liu; Ke Xu
Inferring anchor links across multiple heterogeneous social networks BIBAFull-Text 179-188
  Xiangnan Kong; Jiawei Zhang; Philip S. Yu
Community-based user recommendation in uni-directional social networks BIBAFull-Text 189-198
  Gang Zhao; Mong Li Lee; Wynne Hsu; Wei Chen; Haoji Hu
Personalized influence maximization on social networks BIBAFull-Text 199-208
  Jing Guo; Peng Zhang; Chuan Zhou; Yanan Cao; Li Guo

KM track: mining topics

Discovering coherent topics using general knowledge BIBAFull-Text 209-218
  Zhiyuan Chen; Arjun Mukherjee; Bing Liu; Meichun Hsu; Malu Castellanos; Riddhiman Ghosh
Spatio-temporal and events based analysis of topic popularity in Twitter BIBAFull-Text 219-228
  Sebastien Ardon; Amitabha Bagchi; Anirban Mahanti; Amit Ruhela; Aaditeshwar Seth; Rudra Mohan Tripathy; Sipat Triukose
Domain-dependent/independent topic switching model for online reviews with numerical ratings BIBAFull-Text 229-238
  Yasutoshi Ida; Takuma Nakamura; Takashi Matsumoto
A partially supervised cross-collection topic model for cross-domain text classification BIBAFull-Text 239-248
  Yang Bao; Nigel Collier; Anindya Datta
Content coverage maximization on word networks for hierarchical topic summarization BIBAFull-Text 249-258
  Chi Wang; Xiao Yu; Yanen Li; Chengxiang Zhai; Jiawei Han

KM track: pattern mining and applications

Mining frequent neighborhood patterns in a large labeled graph BIBAFull-Text 259-268
  Jialong Han; Ji-Rong Wen
A two-phase algorithm for mining sequential patterns with differential privacy BIBAFull-Text 269-278
  Luca Bonomi; Li Xiong
Mining diabetes complication and treatment patterns for clinical decision support BIBAFull-Text 279-288
  Lu Liu; Jie Tang; Yu Cheng; Ankit Agrawal; Wei-keng Liao; Alok Choudhary
Mining-based compression approach of propositional formulae BIBAFull-Text 289-298
  Said Jabbour; Lakhdar Sais; Yakoub Salhi; Takeaki Uno
Correlating medical-dependent query features with image retrieval models using association rules BIBAFull-Text 299-308
  Hajer Ayadi; Mouna Torjmen; Mariam Daoud; Maher Ben Jemaa; Jimmy Xiangji Huang

DB track: data streams and probabilistic queries

Local correlation detection with linearity enhancement in streaming data BIBAFull-Text 309-318
  Qing Xie; Shuo Shang; Bo Yuan; Chaoyi Pang; Xiangliang Zhang
Efficient processing of streaming graphs for evolution-aware clustering BIBAFull-Text 319-328
  Mindi Yuan; Kun-Lung Wu; Gabriela Jacques-Silva; Yi Lu
Searching similar segments over textual event sequences BIBAFull-Text 329-338
  Liang Tang; Tao Li; Shu-Ching Chen; Shunzhi Zhu
RWS-Diff: flexible and efficient change detection in hierarchical data BIBAFull-Text 339-348
  Jan P. Finis; Martin Raiber; Nikolaus Augsten; Robert Brunel; Alfons Kemper; Franz Färber
Causality and responsibility: probabilistic queries revisited in uncertain databases BIBAFull-Text 349-358
  Xiang Lian; Lei Chen

IR track: search engines

Locality sensitive hashing for scalable structural classification and clustering of web documents BIBAFull-Text 359-368
  Christian Hachenberg; Thomas Gottron
An index for efficient semantic full-text search BIBAFull-Text 369-378
  Hannah Bast; Björn Buchhold
Load-sensitive selective pruning for distributed search BIBAFull-Text 379-388
  Daniele Broccolo; Craig Macdonald; Salvatore Orlando; Iadh Ounis; Raffaele Perego; Fabrizio Silvestri; Nicola Tonellotto
Rank-energy selective query forwarding for distributed search systems BIBAFull-Text 389-398
  Amin Teymorian; Ophir Frieder; Marcus A. Maloof
Augmenting web search surrogates with images BIBAFull-Text 399-408
  Robert Capra; Jaime Arguello; Falk Scholer

IR track: networks

Building a large-scale corpus for evaluating event detection on Twitter BIBAFull-Text 409-418
  Andrew J. McMinn; Yashar Moshfeghi; Joemon M. Jose
On sparsity and drift for effective real-time filtering in microblogs BIBAFull-Text 419-428
  M-Dyaa Albakour; Craig Macdonald; Iadh Ounis
Probabilistic solutions of influence propagation on social networks BIBAFull-Text 429-438
  Miao Zhang; Chunni Dai; Chris Ding; Enhong Chen
Improving pseudo-relevance feedback via tweet selection BIBAFull-Text 439-448
  Taiki Miyanishi; Kazuhiro Seki; Kuniaki Uehara
Supporting exploratory people search: a study of factor transparency and user control BIBAFull-Text 449-458
  Shuguang Han; Daqing He; Jiepu Jiang; Zhen Yue

KM track: social networks (2)

Location prediction in social media based on tie strength BIBAFull-Text 459-468
  Jeffrey McGee; James Caverlee; Zhiyuan Cheng
To stay or not to stay: modeling engagement dynamics in social graphs BIBAFull-Text 469-478
  Fragkiskos D. Malliaros; Michalis Vazirgiannis
UNIK: unsupervised social network spam detection BIBAFull-Text 479-488
  Enhua Tan; Lei Guo; Songqing Chen; Xiaodong Zhang; Yihong Zhao
Modeling dynamics of meta-populations with a probabilistic approach: global diffusion in social media BIBAFull-Text 489-498
  Minkyoung Kim; David Newth; Peter Christen
Diffusion of innovations revisited: from social network to innovation network BIBAFull-Text 499-508
  Xin Rong; Qiaozhu Mei

KM track: mining big data

StaticGreedy: solving the scalability-accuracy dilemma in influence maximization BIBAFull-Text 509-518
  Suqi Cheng; Huawei Shen; Junming Huang; Guoqing Zhang; Xueqi Cheng
Online multitasking and user engagement BIBAFull-Text 519-528
  Janette Lehmann; Mounia Lalmas; Georges Dupret; Ricardo Baeza-Yates
PATRIC: a parallel algorithm for counting triangles in massive networks BIBAFull-Text 529-538
  Shaikh Arifuzzaman; Maleq Khan; Madhav Marathe
An efficient MapReduce algorithm for counting triangles in a very large graph BIBAFull-Text 539-548
  Ha-Myung Park; Chin-Wan Chung
Parallel motif extraction from very long sequences BIBAFull-Text 549-558
  Majed Sahli; Essam Mansour; Panos Kalnis

KM track: ontologies

The logical diversity of explanations in OWL ontologies BIBAFull-Text 559-568
  Samantha Bail; Bijan Parsia; Ulrike Sattler
Ontology authoring with FORZA BIBAFull-Text 569-578
  C. Maria Keet; Muhammad Tahir Khan; Chiara Ghidini
Aligning freebase with the YAGO ontology BIBAFull-Text 579-588
  Elena Demidova; Iryna Oelze; Wolfgang Nejdl
PIDGIN: ontology alignment using web text as interlingua BIBAFull-Text 589-598
  Derry Wijaya; Partha Pratim Talukdar; Tom Mitchell
Mapping adaptation actions for the automatic reconciliation of dynamic ontologies BIBAFull-Text 599-608
  Julio Cesar Dos Reis; Duy Dinh; Cédric Pruski; Marcos Da Silveira; Chantal Reynaud-Delaître

KM track: mobile and event mining

On mining mobile apps usage behavior for predicting apps usage in smartphones BIBAFull-Text 609-618
  Zhung-Xun Liao; Yi-Chin Pan; Wen-Chih Peng; Po-Ruey Lei
Ranking fraud detection for mobile apps: a holistic view BIBAFull-Text 619-628
  Hengshu Zhu; Hui Xiong; Yong Ge; Enhong Chen
AnchorMF: towards effective event context identification BIBAFull-Text 629-638
  Hansu Gu; Mike Gartrell; Liang Zhang; Qin Lv; Dirk Grunwald
How the live web feels about events BIBAFull-Text 639-648
  George Valkanas; Dimitrios Gunopulos
Boolean satisfiability for sequence mining BIBAFull-Text 649-658
  Said Jabbour; Lakhdar Sais; Yakoub Salhi

IR track: evaluation

Users versus models: what observation tells us about effectiveness metrics BIBAFull-Text 659-668
  Alistair Moffat; Paul Thomas; Falk Scholer
Evaluating aggregated search using interleaving BIBAFull-Text 669-678
  Aleksandr Chuklin; Anne Schuth; Katja Hofmann; Pavel Serdyukov; Maarten de Rijke
Using historical click data to increase interleaving sensitivity BIBAFull-Text 679-688
  Eugene Kharitonov; Craig Macdonald; Pavel Serdyukov; Iadh Ounis
On the reliability and intuitiveness of aggregated search metrics BIBAFull-Text 689-698
  Ke Zhou; Mounia Lalmas; Tetsuya Sakai; Ronan Cummins; Joemon M. Jose
User intent and assessor disagreement in web search evaluation BIBAFull-Text 699-708
  Gabriella Kazai; Emine Yilmaz; Nick Craswell; S. M. M. Tahaghoghi

IR track

The water filling model and the cube test: multi-dimensional evaluation for professional search BIBAFull-Text 709-714
  Jiyun Luo; Christopher Wing; Hui Yang; Marti Hearst
Disinformation techniques for entity resolution BIBAFull-Text 715-720
  Steven Euijong Whang; Hector Garcia-Molina
Location recommendation for out-of-town users in location-based social networks BIBAFull-Text 721-726
  Gregory Ference; Mao Ye; Wang-Chien Lee
Short text classification by detecting information path BIBAFull-Text 727-732
  Shitao Zhang; Xiaoming Jin; Dou Shen; Bin Cao; Xuetao Ding; Xiaochen Zhang
Personalized point-of-interest recommendation by mining users' preference transition BIBAFull-Text 733-738
  Xin Liu; Yong Liu; Karl Aberer; Chunyan Miao
Proximity²-aware ranking for textual, temporal, and geographic queries BIBAFull-Text 739-744
  Jannik Strötgen; Michael Gertz
Timely crawling of high-quality ephemeral new content BIBAFull-Text 745-750
  Damien Lefortier; Liudmila Ostroumova; Egor Samosvat; Pavel Serdyukov
LearNext: learning to predict tourists movements BIBAFull-Text 751-756
  Ranieri Baraglia; Cristina Ioana Muntean; Franco Maria Nardini; Fabrizio Silvestri
Where shall we go today?: planning touristic tours with tripbuilder BIBAFull-Text 757-762
  Igo Brilhante; Jose Antonio Macedo; Franco Maria Nardini; Raffaele Perego; Chiara Renso

DB track: data streams and ranking

Efficient filtering and ranking schemes for finding inclusion dependencies on the web BIBAFull-Text 763-768
  Atsuyuki Morishima; Erika Yumiya; Masami Takahashi; Shigeo Sugimoto; Hiroyuki Kitagawa
A generic front-stage for semi-stream processing BIBAFull-Text 769-774
  M. Asif Naeem; Gerald Weber; Gillian Dobbie; Christof Lutteroth
Scalable diversification of multiple search results BIBAFull-Text 775-780
  Hina A. Khan; Marina Drosou; Mohamed A. Sharaf
Parallel triangle counting in massive streaming graphs BIBAFull-Text 781-786
  Kanat Tangwongsan; A. Pavan; Srikanta Tirthapura
Cache refreshing for online social news feeds BIBAFull-Text 787-792
  Xiao Bai; Flavio P. Junqueira; Adam Silberstein
A new operator for efficient stream-relation join processing in data streaming engines BIBAFull-Text 793-798
  Roozbeh Derakhshan; Abdul Sattar; Bela Stantic
SCISSOR: scalable and efficient reachability query processing in time-evolving hierarchies BIBAFull-Text 799-804
  Phani Rohit Mullangi; Lakshmish Ramaswamy

KM track: graphs and networks

Towards metric fusion on multi-view data: a cross-view based graph random walk approach BIBAFull-Text 805-810
  Yang Wang; Xuemin Lin; Qing Zhang
Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation BIBAFull-Text 811-816
  Jeffrey Chan; Wei Liu; Andrey Kan; Christopher Leckie; James Bailey; Kotagiri Ramamohanarao
Understanding the roles of sub-graph features for graph classification: an empirical study perspective BIBAFull-Text 817-822
  Ting Guo; Xingquan Zhu
PAGE: a partition aware graph computation engine BIBAFull-Text 823-828
  Yingxia Shao; Junjie Yao; Bin Cui; Lin Ma
Active exploration: simultaneous sampling and labeling for large graphs BIBAFull-Text 829-834
  Meng Fang; Jie Yin; Xingquan Zhu
Local clustering in provenance graphs BIBAFull-Text 835-840
  Peter Macko; Daniel Margo; Margo Seltzer
Content-centric flow mining for influence analysis in social streams BIBAFull-Text 841-846
  Karthik Subbian; Charu Aggarwal; Jaideep Srivastava
Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks BIBAFull-Text 847-852
  Luke K. McDowell; David W. Aha

KM track: clusters, topics and similarity

Fast parameterless density-based clustering via random projections BIBAFull-Text 861-866
  Johannes Schneider; Michail Vlachos
Mining entity attribute synonyms via compact clustering BIBAFull-Text 867-872
  Yanen Li; Bo-June Paul Hsu; ChengXiang Zhai; Kuansan Wang
Modeling interaction features for debate side clustering BIBAFull-Text 873-878
  Minghui Qiu; Liu Yang; Jing Jiang
Dynamic multi-faceted topic discovery in Twitter BIBAFull-Text 879-884
  Jan Vosecky; Di Jiang; Kenneth Wai-Ting Leung; Wilfred Ng
Mining causal topics in text data: iterative topic modeling with time series feedback BIBAFull-Text 885-890
  Hyun Duk Kim; Malu Castellanos; Meichun Hsu; ChengXiang Zhai; Thomas Rietz; Daniel Diermeier
Navigating the topical structure of academic search results via the Wikipedia category network BIBAFull-Text 891-896
  Daniil Mirylenka; Andrea Passerini
A multimodal framework for unsupervised feature fusion BIBAFull-Text 897-902
  Xiaoyi Li; Jing Gao; Hui Li; Le Yang; Rohini K. Srihari
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities BIBAFull-Text 903-908
  Masumi Shirakawa; Kotaro Nakayama; Takahiro Hara; Shojiro Nishio

DB track: graphs and social networks

Linear-time enumeration of maximal K-edge-connected subgraphs in large networks by random contraction BIBAFull-Text 909-918
  Takuya Akiba; Yoichi Iwata; Yuichi Yoshida
External memory K-bisimulation reduction of big graphs BIBAFull-Text 919-928
  Yongming Luo; George H. L. Fletcher; Jan Hidders; Yuqing Wu; Paul De Bra
Querying graphs with preferences BIBAFull-Text 929-938
  Valeria Fionda; Giuseppe Pirro'
Network-aware search in social tagging applications: instance optimality versus efficiency BIBAFull-Text 939-948
  Silviu Maniu; Bogdan Cautis
A comparison of two physical data designs for interactive social networking actions BIBAFull-Text 949-958
  Sumita Barahmand; Shahram Ghandeharizadeh; Jason Yap

IR track: data classification

Community question topic categorization via hierarchical kernelized classification BIBAFull-Text 959-968
  Wen Chan; Weidong Yang; Jinhui Tang; Jintao Du; Xiangdong Zhou; Wei Wang
Building structures from classifiers for passage reranking BIBAFull-Text 969-978
  Aliaksei Severyn; Massimo Nicosia; Alessandro Moschitti
Uncovering collusive spammers in Chinese review websites BIBAFull-Text 979-988
  Chang Xu; Jie Zhang; Kuiyu Chang; Chong Long
Towards minimizing the annotation cost of certified text classification BIBAFull-Text 989-998
  Mossaab Bagdouri; William Webber; David D. Lewis; Douglas W. Oard
A heterogenous automatic feedback semi-supervised method for image reranking BIBAFull-Text 999-1008
  Xin-Chao Xu; Xin-Shun Xu; Yafang Wang; Xiaolin Wang

KM track: networks

Accurate and scalable nearest neighbors in large networks based on effective importance BIBAFull-Text 1009-1018
  Petko Bogdanov; Ambuj Singh
Spatial-temporal query homogeneity for KNN object search on road networks BIBAFull-Text 1019-1028
  Ying-Ju Chen; Kun-Ta Chuang; Ming-Syan Chen
Discovering influential authors in heterogeneous academic networks by a co-ranking method BIBAFull-Text 1029-1036
  Qinxue Meng; Paul J. Kennedy
Entity disambiguation in anonymized graphs using graph kernels BIBAFull-Text 1037-1046
  Linus Hermansson; Tommi Kerola; Fredrik Johansson; Vinay Jethava; Devdatt Dubhashi
Estimating the relative utility of networks for predicting user activities BIBAFull-Text 1047-1056
  Nina Mishra; Daniel M. Romero; Panayiotis Tsaparas

KM track: mining reviews and Wiki

Exploring weakly supervised latent sentiment explanations for aspect-level review analysis BIBAFull-Text 1057-1066
  Lei Fang; Minlie Huang; Xiaoyan Zhu
Using micro-reviews to select an efficient set of reviews BIBAFull-Text 1067-1076
  Thanh-Son Nguyen; Hady W. Lauw; Panayiotis Tsaparas
Automatic construction of domain and aspect specific sentiment lexicons for customer review mining BIBAFull-Text 1077-1086
  Juergen Bross; Heiko Ehrig
Wikification via link co-occurrence BIBAFull-Text 1087-1096
  Zhiyuan Cai; Kaiqi Zhao; Kenny Q. Zhu; Haixun Wang
Manipulation among the arbiters of collective intelligence: how wikipedia administrators mold public opinion BIBAFull-Text 1097-1106
  Sanmay Das; Allen Lavoie; Malik Magdon-Ismail

IR track: applications I

Robust question answering over the web of linked data BIBAFull-Text 1107-1116
  Mohamed Yahya; Klaus Berberich; Shady Elbassuoni; Gerhard Weikum
Expertise retrieval in bibliographic network: a topic dominance learning approach BIBAFull-Text 1117-1126
  Seyyed Hadi Hashemi; Mahmood Neshati; Hamid Beigy
Instant foodie: predicting expert ratings from grassroots BIBAFull-Text 1127-1136
  Chenhao Tan; Ed H. Chi; David Huffaker; Gueorgi Kossinets; Alexander J. Smola
On segmentation of eCommerce queries BIBAFull-Text 1137-1146
  Nish Parikh; Prasad Sriram; Mohammad Al Hasan
Scientific articles recommendation BIBAFull-Text 1147-1156
  Yingming Li; Ming Yang; Zhongfei (Mark) Zhang

Poster session: DB+IR track

MRPacker: an SQL to mapreduce optimizer BIBAFull-Text 1157-1160
  Xuelian Lin; Yue Ye; Shuai Ma
A hybrid approach for privacy-preserving processing of knn queries in mobile database systems BIBAFull-Text 1161-1164
  Shixin Tian; Ying Cai; Qinghua Zheng
Flexible and extensible generation and corruption of personal data BIBAFull-Text 1165-1168
  Peter Christen; Dinusha Vatsalan
An efficient and robust privacy protection technique for massive streaming choice-based information BIBAFull-Text 1169-1172
  Ji Zhang; Xuemei Liu; Yonglong Luo
RCached-tree: an index structure for efficiently answering popular queries BIBAFull-Text 1173-1176
  Manash Pal; Arnab Bhattacharya; Debjyoti Paul
Label constrained shortest path estimation BIBAFull-Text 1177-1180
  Ankita Likhyani; Srikanta Bedathur
Feature-based models for improving the quality of noisy training data for relation extraction BIBAFull-Text 1181-1184
  Benjamin Roth; Dietrich Klakow
Weighted hashing for fast large scale similarity search BIBAFull-Text 1185-1188
  Qifan Wang; Dan Zhang; Luo Si
Term associations in query expansion: a structural linguistic perspective BIBAFull-Text 1189-1192
  Michael Symonds; Guido Zuccon; Bevan Koopman; Peter Bruza; Laurianne Sitbon
Predicting event-relatedness of popular queries BIBAFull-Text 1193-1196
  Seyyedeh Newsha Ghoreishi; Aixin Sun
Modeling latent topic interactions using quantum interference for information retrieval BIBAFull-Text 1197-1200
  Alessandro Sordoni; Jing He; Jian-Yun Nie
Generalizing diversity detection in blog feed retrieval BIBAFull-Text 1201-1204
  Mostafa Keikha; Fabio Crestani; Bruce Croft
Dynamic query intent mining from a search log stream BIBAFull-Text 1205-1208
  Yanan Qian; Tetsuya Sakai; Junting Ye; Qinghua Zheng; Cong Li
Latency-aware strategy for static list caching in flash-based web search engines BIBAFull-Text 1209-1212
  Jiancong Tong; Gang Wang; Xiaoguang Liu
Bootstrapping active name disambiguation with crowdsourcing BIBAFull-Text 1213-1216
  Yu Cheng; Zhengzhang Chen; Jiang Wang; Ankit Agrawal; Alok Choudhary
Modeling clicks beyond the first result page BIBAFull-Text 1217-1220
  Aleksandr Chuklin; Pavel Serdyukov; Maarten de Rijke
Maintaining discriminatory power in quantized indexes BIBAFull-Text 1221-1224
  Matt Crane; Andrew Trotman; Richard O'Keefe
Retrieving opinions from discussion forums BIBAFull-Text 1225-1228
  Laura Dietz; Ziqi Wang; Samuel Huston; W. Bruce Croft
Retrieval of trending keywords in a peer-to-peer micro-blogging OSN BIBAFull-Text 1229-1232
  H. Asthana; Ingemar Cox
Trustable aggregation of online ratings BIBAFull-Text 1233-1236
  Hyun-Kyo Oh; Sang-Wook Kim; Sunju Park; Ming Zhou
Exploiting proximity feature in statistical translation models for information retrieval BIBAFull-Text 1237-1240
  Xinhui Tu; Jing Luo; Bo Li; Tingting He; Maofu Liu
Position-based contextualization for passage retrieval BIBAFull-Text 1241-1244
  David Carmel; Anna Shtok; Oren Kurland
High throughput filtering using FPGA-acceleration BIBAFull-Text 1245-1248
  Wim Vanderbauwhede; Anton Frolov; Leif Azzopardi; Sai Rahul Chalamalasetti; Martin Margala
On challenges with mobile e-health: lessons from a game-theoretic perspective BIBAFull-Text 1249-1252
  Ann-Marie Eklund
Improving entity search over linked data by modeling latent semantics BIBAFull-Text 1253-1256
  Nikita Zhiltsov; Eugene Agichtein

Industry session

Challenges in commerce search BIBAFull-Text 1257-1258
  Hugh Williams
Clustering: probably approximately useless? BIBAFull-Text 1259-1260
  Rich Caruana

IR track: ranking

Is top-k sufficient for ranking? BIBAFull-Text 1261-1270
  Yanyan Lan; Shuzi Niu; Jiafeng Guo; Xueqi Cheng
How fresh do you want your search results? BIBAFull-Text 1271-1280
  Shiwen Cheng; Anastasios Arvanitis; Vagelis Hristidis
TellMyRelevance!: predicting the relevance of web search results from cursor interactions BIBAFull-Text 1281-1290
  Maximilian Speicher; Andreas Both; Martin Gaedke
Selection fusion in semi-structured retrieval BIBAFull-Text 1291-1300
  Muhammad Ali Norozi; Paavo Arvola
Incorporating user preferences into click models BIBAFull-Text 1301-1310
  Qianli Xing; Yiqun Liu; Jian-Yun Nie; Min Zhang; Shaoping Ma; Kuo Zhang

KM track: learning and applications (1)

Feedback-driven multiclass active learning for data streams BIBAFull-Text 1311-1320
  Yu Cheng; Zhengzhang Chen; Lu Liu; Jiang Wang; Ankit Agrawal; Alok Choudhary
Discriminative feature selection for multi-view cross-domain learning BIBAFull-Text 1321-1330
  Zheng Fang; Zhongfei (Mark) Zhang
Functional dirichlet process BIBAFull-Text 1331-1340
  Lijing Qin; Xiaoyan Zhu
Spatio-temporal meme prediction: learning what hashtags will be popular where BIBAFull-Text 1341-1350
  Krishna Y. Kamath; James Caverlee
Cost-sensitive learning for large-scale hierarchical classification BIBAFull-Text 1351-1360
  Jianfu Chen; David Warren

KM track: similarity, clustering, and outlier mining

Effective measures for inter-document similarity BIBAFull-Text 1361-1370
  John S. Whissell; Charles L. A. Clarke
Efficient hierarchical clustering of large high dimensional datasets BIBAFull-Text 1371-1380
  Sean Gilpin; Buyue Qian; Ian Davidson
Flexible and adaptive subspace search for outlier analysis BIBAFull-Text 1381-1390
  Fabian Keller; Emmanuel Müller; Andreas Wixler; Klemens Böhm
Query matching for report recommendation BIBAFull-Text 1391-1400
  Veronika Thost; Konrad Voigt; Daniel Schuster
Computing term similarity by large probabilistic isA knowledge BIBAFull-Text 1401-1410
  Peipei Li; Haixun Wang; Kenny Q. Zhu; Zhongyuan Wang; Xindong Wu

IR track: applications II

Interactive collaborative filtering BIBAFull-Text 1411-1420
  Xiaoxue Zhao; Weinan Zhang; Jun Wang
Building optimal information systems automatically: configuration space exploration for biomedical information systems BIBAFull-Text 1421-1430
  Zi Yang; Elmer Garduno; Yan Fang; Avner Maiberg; Collin McCormack; Eric Nyberg
Learning to handle negated language in medical records search BIBAFull-Text 1431-1440
  Nut Limsopatham; Craig Macdonald; Iadh Ounis
A pattern-based selective recrawling approach for object-level vertical search BIBAFull-Text 1441-1450
  Yaqian Zhou; Qi Zhang; Xuanjing Huang; Lide Wu
Robust models of mouse movement on dynamic web search results pages BIBAFull-Text 1451-1460
  Fernando Diaz; Ryen White; Georg Buscher; Dan Liebling

Poster Session: KM track

Cross-domain sparse coding BIBAFull-Text 1461-1464
  Jim Jing-Yan Wang; Halima Bensmail
Motif discovery in spatial trajectories using grammar inference BIBAFull-Text 1465-1468
  Tim Oates; Arnold P. Boedihardjo; Jessica Lin; Crystal Chen; Susan Frankenstein; Sunil Gandhi
LCMKL: latent-community and multi-kernel learning based image annotation BIBAFull-Text 1469-1472
  Qing Li; Yun Gu; Xueming Qian
Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs BIBAFull-Text 1473-1476
  Yusheng Xie; Zhengzhang Chen; Ankit Agrawal; Alok Choudhary; Lu Liu
Modeling information diffusion over social networks for temporal dynamic prediction BIBAFull-Text 1477-1480
  Dong Li; Zhiming Xu; Yishu Luo; Sheng Li; Anika Gupta; Katia Sycara; Shengmei Luo; Lei Hu; Hong Chen
Predicting retweet count using visual cues BIBAFull-Text 1481-1484
  Ethem F. Can; Hüseyin Oktay; R. Manmatha
Identifying multilingual Wikipedia articles based on cross language similarity and activity BIBAFull-Text 1485-1488
  Khoi-Nguyen Tran; Peter Christen
An efficient algorithm for approximate betweenness centrality computation BIBAFull-Text 1489-1492
  Mostafa Haghir Chehreghani
Exploiting collaborative filtering techniques for automatic assessment of student free-text responses BIBAFull-Text 1493-1496
  Tao Ge; Zhifang Sui; Baobao Chang
Automated probabilistic modeling for relational data BIBAFull-Text 1497-1500
  Sameer Singh; Thore Graepel
Semantic discovery from web comparison queries BIBAFull-Text 1501-1504
  Tingting Zhong; Wensheng Wu
Joint learning on sentiment and emotion classification BIBAFull-Text 1505-1508
  Wei Gao; Shoushan Li; Sophia Yat Mei Lee; Guodong Zhou; Chu-Ren Huang
A unified graph model for personalized query-oriented reference paper recommendation BIBAFull-Text 1509-1512
  Fanqi Meng; Dehong Gao; Wenjie Li; Xu Sun; Yuexian Hou
Probabilistic latent class models for predicting student performance BIBAFull-Text 1513-1516
  Suleyman Cetintas; Luo Si; Yan Ping Xin; Ron Tzur
Timeline adaptation for text classification BIBAFull-Text 1517-1520
  Fumiyo Fukumoto; Yoshimi Suzuki; Atsuhiro Takasu
Recommendation via user's personality and social contextual BIBAFull-Text 1521-1524
  He Feng; Xueming Qian
A fast convergence clustering algorithm merging MCMC and EM methods BIBAFull-Text 1525-1528
  David Sergio Matusevich; Carlos Ordonez; Veerabhadran Baladandayuthapani
Discrimination aware classification for imbalanced datasets BIBAFull-Text 1529-1532
  Goce Ristanoski; Wei Liu; James Bailey
Incremental shared nearest neighbor density-based clustering BIBAFull-Text 1533-1536
  Sumeet Singh; Amit Awekar
The essence of knowledge (bases) through entity rankings BIBAFull-Text 1537-1540
  Evica Ilieva; Sebastian Michel; Aleksandar Stupar
Chinese syntactic parsing based on linguistic entity-relationship model BIBAFull-Text 1541-1544
  Dechun Yin
Clustering-based anomaly detection in multi-view data BIBAFull-Text 1545-1548
  Alejandro Marcos Alvarez; Makoto Yamada; Akisato Kimura; Tomoharu Iwata
Discovering relations using matrix factorization methods BIBAFull-Text 1549-1552
  Ervina Cergani; Pauli Miettinen
On exploiting content and citations together to compute similarity of scientific papers BIBAFull-Text 1553-1556
  Masoud Reyhani Hamedani; Sang-Wook Kim; Sang-Chul Lee; Dong-Jin Kim
Taxonomy-based regression model for cross-domain sentiment classification BIBAFull-Text 1557-1560
  Cong-Kai Lin; Yang-Yin Lee; Chi-Hsin Yu; Hsin-Hsi Chen
Reconciliation of categorical opinions from multiple sources BIBAFull-Text 1561-1564
  Adway Mitra; Srujana Merugu
An unsupervised transfer learning approach to discover topics for online reputation management BIBAFull-Text 1565-1568
  Tamara Martín-Wanton; Julio Gonzalo; Enrique Amigó
Discovering facts with boolean tensor tucker decomposition BIBAFull-Text 1569-1572
  Dora Erdos; Pauli Miettinen
Intelligent SSD: a turbo for big data mining BIBAFull-Text 1573-1576
  Duck-Ho Bae; Jin-Hyung Kim; Sang-Wook Kim; Hyunok Oh; Chanik Park
Software plagiarism detection: a graph-based approach BIBAFull-Text 1577-1580
  Dong-Kyu Chae; Jiwoon Ha; Sang-Wook Kim; BooJoong Kang; Eul Gyu Im
Objectionable content filtering by click-through data BIBAFull-Text 1581-1584
  Lung-Hao Lee; Yen-Cheng Juan; Hsin-Hsi Chen; Yuen-Hsien Tseng

Industry session

Computational advertising: the LinkedIn way BIBAFull-Text 1585-1586
  Deepak Agarwal
Automatic ad format selection via contextual bandits BIBAFull-Text 1587-1594
  Liang Tang; Romer Rosales; Ajit Singh; Deepak Agarwal

DB track: graphs and storage systems

Graph similarity search with edit distance constraint in large graph databases BIBAFull-Text 1595-1600
  Weiguo Zheng; Lei Zou; Xiang Lian; Dong Wang; Dongyan Zhao
Fast and scalable reachability queries on graphs by pruned labeling with landmarks and paths BIBAFull-Text 1601-1606
  Yosuke Yano; Takuya Akiba; Yoichi Iwata; Yuichi Yoshida
Graph hashing and factorization for fast graph stream classification BIBAFull-Text 1607-1612
  Ting Guo; Lianhua Chi; Xingquan Zhu
Efficiently anonymizing social networks with reachability preservation BIBAFull-Text 1613-1618
  Xiangyu Liu; Bin Wang; Xiaochun Yang
ImG-complex: graph data model for topology of unstructured meshes BIBAFull-Text 1619-1624
  Alireza Rezaei Mahdiraji; Peter Baumann; Guntram Berti
ROU: advanced keyword search on graph BIBAFull-Text 1625-1630
  Yifan Pan; Yuqing Wu
Hotness-aware buffer management for flash-based hybrid storage systems BIBAFull-Text 1631-1636
  Yanfei Lv; Bin Cui; Xuexuan Chen; Jing Li
Expedited rating of data stores using agile data loading techniques BIBAFull-Text 1637-1642
  Sumita Barahmand; Shahram Ghandeharizadeh

KM track: social networks and media

Social recommendation incorporating topic mining and social trust analysis BIBAFull-Text 1643-1648
  Tong Zhao; Chunping Li; Mengya Li; Qiang Ding; Li Li
Originator or propagator?: incorporating social role theory into topic models for Twitter content analysis BIBAFull-Text 1649-1654
  Xin Wayne Zhao; Jinpeng Wang; Yulan He; Jian-Yun Nie; Xiaoming Li
An effective latent networks fusion based model for event recommendation in offline ephemeral social networks BIBAFull-Text 1655-1660
  Guoqiong Liao; Yuchen Zhao; Sihong Xie; Philip S. Yu
Predicting trends in social networks via dynamic activeness model BIBAFull-Text 1661-1666
  Shuyang Lin; Xiangnan Kong; Philip S. Yu
Dyadic event attribution in social networks with mixtures of Hawkes processes BIBAFull-Text 1667-1672
  Liangda Li; Hongyuan Zha
Modeling temporal effects of human mobile behavior on location-based social networks BIBAFull-Text 1673-1678
  Huiji Gao; Jiliang Tang; Xia Hu; Huan Liu
Social media news communities: gatekeeping, coverage, and statement bias BIBAFull-Text 1679-1684
  Diego Saez-Trumper; Carlos Castillo; Mounia Lalmas
Discovering health-related knowledge in social media using ensembles of heterogeneous features BIBAFull-Text 1685-1690
  Suppawong Tuarob; Conrad S. Tucker; Marcel Salathe; Nilam Ram
Seeking provenance of information using social media BIBAFull-Text 1691-1696
  Pritam Gundecha; Zhuo Feng; Huan Liu

KM track: text

Compact explanatory opinion summarization BIBAFull-Text 1697-1702
  Hyun Duk Kim; Malu Castellanos; Meichun Hsu; ChengXiang Zhai; Umeshwar Dayal; Riddhiman Ghosh
Towards an enhanced and adaptable ontology by distilling and assembling online encyclopedias BIBAFull-Text 1703-1708
  Shan Jiang; Lidong Bing; Yan Zhang
Assessing sparse information extraction using semantic contexts BIBAFull-Text 1709-1714
  Peipei Li; Haixun Wang; Hongsong Li; Xindong Wu
Studying from electronic textbooks BIBAFull-Text 1715-1720
  Rakesh Agrawal; Sreenivas Gollapudi; Anitha Kannan; Krishnaram Kenthapadi
Generating informative snippet to maximize item visibility BIBAFull-Text 1721-1726
  Mahashweta Das; Habibur Rahman; Gautam Das; Vagelis Hristidis
Assessing quality score of Wikipedia article using mutual evaluation of editors and texts BIBAFull-Text 1727-1732
  Yu Suzuki; Masatoshi Yoshikawa
Concept-based analysis of scientific literature BIBAFull-Text 1733-1738
  Chen-Tse Tsai; Gourab Kundu; Dan Roth
On sampling the wisdom of crowds: random vs. expert sampling of the Twitter stream BIBAFull-Text 1739-1744
  Saptarshi Ghosh; Muhammad Bilal Zafar; Parantapa Bhattacharya; Naveen Sharma; Niloy Ganguly; Krishna Gummadi
Can back-of-the-book indexes be automatically created? BIBAFull-Text 1745-1750
  Zhaohui Wu; Zhenhui Li; Prasenjit Mitra; C. Lee Giles

IR track

Directing exploratory search with interactive intent modeling BIBAFull-Text 1759-1764
  Tuukka Ruotsalo; Jaakko Peltonen; Manuel Eugster; Dorota Glowacka; Ksenia Konyushkova; Kumaripaba Athukorala; Ilkka Kosunen; Aki Reijonen; Petri Myllymäki; Giulio Jacucci; Samuel Kaski
FRec: a novel framework of recommending users and communities in social media BIBAFull-Text 1765-1770
  Lei Li; Wei Peng; Saurabh Kataria; Tong Sun; Tao Li
Permutation indexing: fast approximate retrieval from large corpora BIBAFull-Text 1771-1776
  Maxim Gurevich; Tamás Sarlós
Clustering-based transduction for learning a ranking model with limited human labels BIBAFull-Text 1777-1782
  Xin Zhang; Ben He; Tiejian Luo; Dongxing Li; Jungang Xu
Exploiting ranking factorization machines for microblog retrieval BIBAFull-Text 1783-1788
  Runwei Qiang; Feng Liang; Jianwu Yang
Learning compact hashing codes for efficient tag completion and prediction BIBAFull-Text 1789-1794
  Qifan Wang; Lingyun Ruan; Zhiwei Zhang; Luo Si
How do users grow up along with search engines?: a study of long-term users' behavior BIBAFull-Text 1795-1800
  Jian Liu; Yiqun Liu; Min Zhang; Shaoping Ma
LR-PPR: locality-sensitive, re-use promoting, approximate personalized pagerank computation BIBAFull-Text 1801-1806
  Jung Hyun Kim; K. Selçuk Candan; Maria Luisa Sapino
Multimedia summarization for trending topics in microblogs BIBAFull-Text 1807-1812
  Jingwen Bian; Yang Yang; Tat-Seng Chua

Poster session: IR track

Semi-supervised discriminative preference elicitation for cold-start recommendation BIBAFull-Text 1813-1816
  Xi Zhang; Jian Cheng; Ting Yuan; Biao Niu; Hanqing Lu
Exploiting query term correlation for list caching in web search engines BIBAFull-Text 1817-1820
  Jiancong Tong; Gang Wang; Douglas S. Stones; Shizhao Sun; Xiaoguang Liu; Fan Zhang
Speller performance prediction for query autocorrection BIBAFull-Text 1821-1824
  Alexey Baytin; Irina Galinskaya; Marina Panina; Pavel Serdyukov
Predicting the impact of expansion terms using semantic and user interaction features BIBAFull-Text 1825-1828
  Anton Bakhtin; Yury Ustinovskiy; Pavel Serdyukov
QBEES: query by entity examples BIBAFull-Text 1829-1832
  Steffen Metzger; Ralf Schenkel; Marcin Sydow
Learning to selectively rank patients' medical history BIBAFull-Text 1833-1836
  Nut Limsopatham; Craig Macdonald; Iadh Ounis
A belief propagation approach for detecting shilling attacks in collaborative filtering BIBAFull-Text 1837-1840
  Jun Zou; Faramarz Fekri
Automated snippet generation for online advertising BIBAFull-Text 1841-1844
  Stamatina Thomaidou; Ismini Lourentzou; Panagiotis Katsivelis-Perakis; Michalis Vazirgiannis
Detecting controversy on the web BIBAFull-Text 1845-1848
  Shiri Dori-Hacohen; James Allan
Mining user interest from search tasks and annotations BIBAFull-Text 1849-1852
  Sampath Jayarathna; Atish Patra; Frank Shipman
Generating comparative summaries from reviews BIBAFull-Text 1853-1856
  Ruben Sipos; Thorsten Joachims
Zero-shot video retrieval using content and concepts BIBAFull-Text 1857-1860
  Jeffrey Dalton; James Allan; Pranav Mirajkar
Diversified query expansion using conceptnet BIBAFull-Text 1861-1864
  Arbi Bouchoucha; Jing He; Jian-Yun Nie
An empirical study of top-n recommendation for venture finance BIBAFull-Text 1865-1868
  Thomas Stone; Weinan Zhang; Xiaoxue Zhao
Interest mining from user tweets BIBAFull-Text 1869-1872
  Thuy Vu; Victor Perez
An analysis of crowd workers mistakes for specific and complex relevance assessment task BIBAFull-Text 1873-1876
  Jesse Anderton; Maryam Bashir; Virgil Pavlu; Javed A. Aslam
Combining prestige and relevance ranking for personalized recommendation BIBAFull-Text 1877-1880
  Xiao Yang; Zhaoxin Zhang
Strategies for setting time-to-live values in result caches BIBAFull-Text 1881-1884
  Fethi Burak Sazoglu; B. Barla Cambazoglu; Rifat Ozcan; Ismail Sengor Altingovde; Özgür Ulusoy
Learning to detect task boundaries of query session BIBAFull-Text 1885-1888
  Zhenzhong Zhang; Le Sun; Xianpei Han
Early prediction on imbalanced multivariate time series BIBAFull-Text 1889-1892
  Guoliang He; Yong Duan; Tieyun Qian; Xu Chen
Exploiting trustors as well as trustees in trust-based recommendation BIBAFull-Text 1893-1896
  Won-Seok Hwang; Shaoyu Li; Sang-Wook Kim; Ho Jin Choi
Through-the-looking glass: utilizing rich post-search trail statistics for web search BIBAFull-Text 1897-1900
  Alexey Tolstikov; Mikhail Shakhray; Gleb Gusev; Pavel Serdyukov
Topical authority propagation on microblogs BIBAFull-Text 1901-1904
  Juan Hu; Yi Fang; Archana Godavarthy
The importance of being socially-savvy: quantifying the influence of social networks on microblog retrieval BIBAFull-Text 1905-1908
  Alexander Kotov; Eugene Agichtein
Flexible and dynamic compromises for effective recommendations BIBAFull-Text 1909-1912
  Saurabh Gupta; Sutanu Chakraborti

Industry session

The online revolution: education for everyone BIBAFull-Text 1913-1914
  Andrew Ng
Online learning from streaming data BIBAFull-Text 1915-1916
  Jeff Hawkins
From big data to big knowledge BIBAFull-Text 1917-1918
  Kevin Murphy

DB track: miscellaneous

"All roads lead to Rome": optimistic recovery for distributed iterative data processing BIBAFull-Text 1919-1928
  Sebastian Schelter; Stephan Ewen; Kostas Tzoumas; Volker Markl
Optimizing plurality for human intelligence tasks BIBAFull-Text 1929-1938
  Luyi Mo; Reynold Cheng; Ben Kao; Xuan S. Yang; Chenghui Ren; Siyu Lei; David W. Cheung; Eric Lo
Entropy-based histograms for selectivity estimation BIBAFull-Text 1939-1948
  Hien To; Kuorong Chiang; Cyrus Shahabi
Efficient two-party private blocking based on sorted nearest neighborhood clustering BIBAFull-Text 1949-1958
  Dinusha Vatsalan; Peter Christen; Vassilios S. Verykios
Context-aware top-K processing using views BIBAFull-Text 1959-1968
  Silviu Maniu; Bogdan Cautis
Locality sensitive hashing revisited: filling the gap between theory and algorithm analysis BIBAFull-Text 1969-1978
  Hongya Wang; Jiao Cao; LihChyun Shu; Davood Rafiei

IR track: users

Personalization of web-search using short-term browsing context BIBAFull-Text 1979-1988
  Yury Ustinovskiy; Pavel Serdyukov
Factors affecting aggregated search coherence and search behavior BIBAFull-Text 1989-1998
  Jaime Arguello; Robert Capra; Wan-Ching Wu
Improving passage ranking with user behavior information BIBAFull-Text 1999-2008
  Weize Kong; Elif Aktolga; James Allan
Personalized models of search satisfaction BIBAFull-Text 2009-2018
  Ahmed Hassan; Ryen W. White
Beyond clicks: query reformulation as a predictor of search satisfaction BIBAFull-Text 2019-2028
  Ahmed Hassan; Xiaolin Shi; Nick Craswell; Bill Ramsey
Unsupervised identification of synonymous query intent templates for attribute intents BIBAFull-Text 2029-2038
  Yanen Li; Bo-June Paul Hsu; ChengXiang Zhai

KM track: extraction and text mining

Toward advice mining: conditional random fields for extracting advice-revealing text units BIBAFull-Text 2039-2048
  Alfan Farizki Wicaksono; Sung-Hyon Myaeng
Information extraction as a filtering task BIBAFull-Text 2049-2058
  Henning Wachsmuth; Benno Stein; Gregor Engels
Web news extraction via path ratios BIBAFull-Text 2059-2068
  Gongqing Wu; Li Li; Xuegang Hu; Xindong Wu
Lead-lag analysis via sparse co-projection in correlated text streams BIBAFull-Text 2069-2078
  Fangzhao Wu; Yangqiu Song; Shixia Liu; Yongfeng Huang; Zhenyu Liu
Adaptive co-training SVM for sentiment classification on tweets BIBAFull-Text 2079-2088
  Shenghua Liu; Fuxin Li; Fangtao Li; Xueqi Cheng; Huawei Shen
On handling textual errors in latent document modeling BIBAFull-Text 2089-2098
  Tao Yang; Dongwon Lee

KM track: community and web mining

Overlapping community detection using seed set expansion BIBAFull-Text 2099-2108
  Joyce Jiyoung Whang; David F. Gleich; Inderjit S. Dhillon
TODMIS: mining communities from trajectories BIBAFull-Text 2109-2118
  Siyuan Liu; Shuhui Wang; Kasthuri Jayarajah; Archan Misra; Ramayya Krishnan
Archiving the relaxed consistency web BIBAFull-Text 2119-2128
  Zhiwu Xie; Herbert Van de Sompel; Jinyang Liu; Johann van Reenen; Ramiro Jordan
Programming with personalized pagerank: a locally groundable first-order probabilistic logic BIBAFull-Text 2129-2138
  William Yang Wang; Kathryn Mazaitis; William W. Cohen
Towards faster and better retrieval models for question search BIBAFull-Text 2139-2148
  Guangyou Zhou; Yubo Chen; Daojian Zeng; Jun Zhao

KM track: learning and applications (2)

Nonparametric Bayesian multitask collaborative filtering BIBAFull-Text 2149-2158
  Sotirios Chatzis
Local-to-global semi-supervised feature selection BIBAFull-Text 2159-2168
  Mohammed Hindawi; Khalid Benabdeslem
Intelligently querying incomplete instances for improving classification performance BIBAFull-Text 2169-2178
  Karthik Sankaranarayanan; Amit Dhurandhar
A probabilistic mixture model for mining and analyzing product search log BIBAFull-Text 2179-2188
  Huizhong Duan; ChengXiang Zhai; Jinxing Cheng; Abhishek Gattani
Eigenvalues perturbation of integral operator for kernel selection BIBAFull-Text 2189-2198
  Yong Liu; Shali Jiang; Shizhong Liao

Industry session

Beyond data: from user information to business value through personalized recommendations and consumer science BIBAFull-Text 2199-2200
  Xavier Amatriain
Beyond data: from user information to business value through personalized recommendations and consumer science BIBAFull-Text 2201-2208
  Xavier Amatriain
Leveraging data to change industry paradigms BIBAFull-Text 2209-2210
  Chris Farmer
Large-scale deep learning at Baidu BIBAFull-Text 2211-2212
  Kai Yu

DB track: query processing and privacy

Wondering why data are missing from query results?: ask conseil why-not BIBAFull-Text 2213-2218
  Melanie Herschel
Fast evaluation of iceberg pattern-based aggregate queries BIBAFull-Text 2219-2224
  Zhian He; Petrie Wong; Ben Kao; Eric Lo; Reynold Cheng
Top-down keyword query processing on XML data BIBAFull-Text 2225-2230
  Junfeng Zhou; Xingmin Zhao; Wei Wang; Ziyang Chen; Jeffrey Xu Yu
Efficient pruning algorithm for top-K ranking on dataset with value uncertainty BIBAFull-Text 2231-2236
  Jianwen Chen; Ling Feng
Query execution timing: taming real-time anytime queries on multicore processors BIBAFull-Text 2237-2242
  Chunyao Song; Zheng Li; Tingjian Ge; Jie Wang
Merged aggregate nearest neighbor query processing in road networks BIBAFull-Text 2243-2248
  Weiwei Sun; Chong Chen; Baihua Zheng; Chunan Chen; Liang Zhu; Weimo Liu; Yan Huang
SkyView: a user evaluation of the skyline operator BIBAFull-Text 2249-2254
  Matteo Magnani; Ira Assent; Kasper Hornbæk; Mikkel R. Jakobsen; Ken Friis Larsen
UMicS: from anonymized data to usable microdata BIBAFull-Text 2255-2260
  Graham Cormode; Entong Shen; Xi Gong; Ting Yu; Cecilia M. Procopiuc; Divesh Srivastava

IR Track

GAPfm: optimal top-n recommendations for graded relevance domains BIBAFull-Text 2261-2266
  Yue Shi; Alexandros Karatzoglou; Linas Baltrunas; Martha Larson; Alan Hanjalic
URL tree: efficient unsupervised content extraction from streams of web documents BIBAFull-Text 2267-2272
  Borut Sluban; Miha Grcar
Estimating document focus time BIBAFull-Text 2273-2278
  Adam Jatowt; Ching-Man Au Yeung; Katsumi Tanaka
Faceted models of blog feeds BIBAFull-Text 2279-2284
  Lifeng Jia; Clement Yu; Weiyi Meng
SRbench -- a benchmark for soundtrack recommendation systems BIBAFull-Text 2285-2290
  Aleksandar Stupar; Sebastian Michel
CV-PCR: a context-guided value-driven framework for patent citation recommendation BIBAFull-Text 2291-2296
  Sooyoung Oh; Zhen Lei; Wang-Chien Lee; Prasenjit Mitra; John Yen
Modeling behavioral factors in interactive information retrieval BIBAFull-Text 2297-2302
  Feza Baskaya; Heikki Keskustalo; Kalervo Järvelin
Intent models for contextualising and diversifying query suggestions BIBAFull-Text 2303-2308
  Eugene Kharitonov; Craig Macdonald; Pavel Serdyukov; Iadh Ounis
Building user profiles from topic models for personalised search BIBAFull-Text 2309-2314
  Morgan Harvey; Fabio Crestani; Mark J. Carman
Transferring knowledge with source selection to learn IR functions on unlabeled collections BIBAFull-Text 2315-2320
  Parantapa Goswami; Massih R. Amini; Eric Gaussier
Understanding how people interact with web search results that change in real-time using implicit feedback BIBAFull-Text 2321-2326
  Jin Young Kim; Mark Cramer; Jaime Teevan; Dmitry Lagun
Facet selection algorithms for web product search BIBAFull-Text 2327-2332
  Damir Vandic; Flavius Frasincar; Uzay Kaymak
Learning deep structured semantic models for web search using clickthrough data BIBAFull-Text 2333-2338
  Po-Sen Huang; Xiaodong He; Jianfeng Gao; Li Deng; Alex Acero; Larry Heck
Learning open-domain comparable entity graphs from user search queries BIBAFull-Text 2339-2344
  Ziheng Jiang; Lei Ji; Jianwen Zhang; Jun Yan; Ping Guo; Ning Liu
RAProp: ranking tweets by exploiting the tweet/user/web ecosystem and inter-tweet agreement BIBAFull-Text 2345-2350
  Srijith Ravikumar; Kartik Talamadupula; Raju Balakrishnan; Subbarao Kambhampati
Incorporating the surfing behavior of web users into pagerank BIBAFull-Text 2351-2356
  Shatlyk Ashyralyyev; B. Barla Cambazoglu; Cevdet Aykanat
Question routing to user communities BIBAFull-Text 2357-2362
  Aditya Pal; Fei Wang; Michelle X. Zhou; Jeffrey Nichols; Barton A. Smith
Learning to rank for question routing in community question answering BIBAFull-Text 2363-2368
  Zongcheng Ji; Bin Wang

KM track: entities, tags, and time series

Re-ranking for joint named-entity recognition and linking BIBAFull-Text 2369-2374
  Avirup Sil; Alexander Yates
Identifying salient entities in web pages BIBAFull-Text 2375-2380
  Michael Gamon; Tae Yano; Xinying Song; Johnson Apacible; Patrick Pantel
Recommending tags with a model of human categorization BIBAFull-Text 2381-2386
  Paul Seitlinger; Dominik Kowald; Christoph Trattner; Tobias Ley
Automatically generating descriptions for resources by tag modeling BIBAFull-Text 2387-2392
  Bin Bi; Junghoo Cho
Mining characteristic multi-scale motifs in sensor-based time series BIBAFull-Text 2393-2398
  Ugo Vespier; Siegfried Nijssen; Arno Knobbe
Efficient forecasting for hierarchical time series BIBAFull-Text 2399-2404
  Lars Dannecker; Robert Lorenz; Philipp Rösch; Wolfgang Lehner; Gregor Hackenbroich
Extraction and integration of web data by end-users BIBAFull-Text 2405-2410
  Sudhir Agarwal; Michael Genesereth

KM track: mining and learning

pEDM: online-forecasting for smart energy analytics BIBAFull-Text 2411-2416
  Lars Dannecker; Philipp Rösch; Ulrike Fischer; Gordon Gaumnitz; Wolfgang Lehner; Gregor Hackenbroich
An efficient probabilistic framework for multi-dimensional classification BIBAFull-Text 2417-2422
  Iyad Batal; Charmgil Hong; Milos Hauskrecht
OMS-TL: a framework of online multiple source transfer learning BIBAFull-Text 2423-2428
  Liang Ge; Jing Gao; Aidong Zhang
Discovering and managing quantitative association rules BIBAFull-Text 2429-2434
  Chunyao Song; Tingjian Ge
Combining one-class classifiers via meta learning BIBAFull-Text 2435-2440
  Eitan Menahem; Lior Rokach; Yuval Elovici
Scalable bootstrapping for python BIBAFull-Text 2441-2446
  Peter Birsinger; Richard Xia; Armando Fox
FIRE: interactive visual support for parameter space-driven rule mining BIBAFull-Text 2447-2452
  Abhishek Mukherji; Xika Lin; Jason Whitehouse; Christopher R. Botaish; Elke A. Rundensteiner; Matthew O. Ward

Demo session

Consumer-centric SLA manager for cloud-hosted databases BIBAFull-Text 2453-2456
  Liang Zhao; Sherif Sakr; Anna Liu
TerraFly GeoCloud: online spatial data analysis system BIBAFull-Text 2457-2460
  Yun Lu; Mingjin Zhang; Tao Li; Chang Liu; Erik Edrosa; Naphtali Rishe
MetKB: enriching RDF knowledge bases with web entity-attribute tables BIBAFull-Text 2461-2464
  Haoqiong Bian; Yueguo Chen; Xiaoyong Du; Xiaolu Zhang
READFAST: high-relevance search-engine for big text BIBAFull-Text 2465-2468
  Michael Gubanov; Anna Pyayt
FusionDB: conflict management system for small-science databases BIBAFull-Text 2469-2472
  Karim Ibrahim; Nathaniel Selvo; Mohamad El-Rifai; Mohamed Eltabakh
GeCo: an online personal data generator and corruptor BIBAFull-Text 2473-2476
  Khoi-Nguyen Tran; Dinusha Vatsalan; Peter Christen
DeExcelerator: a framework for extracting relational data from partially structured documents BIBAFull-Text 2477-2480
  Julian Eberius; Christoper Werner; Maik Thiele; Katrin Braunschweig; Lars Dannecker; Wolfgang Lehner
Demonstrating intelligent crawling and archiving of web applications BIBAFull-Text 2481-2484
  Muhammad Faheem; Pierre Senellart
iNewsBox: modeling and exploiting implicit feedback for building personalized news radio BIBAFull-Text 2485-2488
  Yanan Xie; Liang Chen; Kunyang Jia; Lichuan Ji; Jian Wu
SportSense: using motion queries to find scenes in sports videos BIBAFull-Text 2489-2492
  Ihab Al Kabary; Heiko Schuldt
PredictionIO: a distributed machine learning server for practical software development BIBAFull-Text 2493-2496
  Simon Chan; Thomas Stone; Kit Pang Szeto; Ka Hou Chan
Exploring XML data is as easy as using maps BIBAFull-Text 2497-2500
  Yong Zeng; Zhifeng Bao; Guoliang Li; Tok Wang Ling
Inside the world's playlist BIBAFull-Text 2501-2504
  Wouter Weerkamp; Manos Tsagkias; Maarten de Rijke
Detecting and exploring clusters in attributed graphs: a plugin for the gephi platform BIBAFull-Text 2505-2508
  Brigitte Boden; Roman Haag; Thomas Seidl
Cloud Armor: a platform for credibility-based trust management of cloud services BIBAFull-Text 2509-2512
  Talal H. Noor; Quan Z. Sheng; Anne H. H. Ngu; Abdullah Alfazi; Jeriel Law
Human computing games for knowledge acquisition BIBAFull-Text 2513-2516
  Sarath Kumar Kondreddi; Peter Triantafillou; Gerhard Weikum
A tool for assisting provenance search in social media BIBAFull-Text 2517-2520
  Suhas Ranganath; Pritam Gundecha; Huan Liu
SPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration BIBAFull-Text 2521-2524
  Abhishek Mukherji; Jason Whitehouse; Christopher R. Botaish; Elke A. Rundensteiner; Matthew O. Ward
Search excavator: the knowledge discovery tool BIBAFull-Text 2525-2528
  Dmitri Danilov; Eero Vainikko
ESTHETE: a news browsing system to visualize the context and evolution of news stories BIBAFull-Text 2529-2532
  Rahul Goyal; Ravee Malla; Amitabha Bagchi; Sameep Mehta; Maya Ramanath
WordSeer: a knowledge synthesis environment for textual data BIBAFull-Text 2533-2536
  Aditi Muralidharan; Marti A. Hearst; Christopher Fan

Panel discussion

Channeling the deluge: research challenges for big data and information systems BIBAFull-Text 2537-2538
  Paul Bennett; Lee Giles; Alon Halevy; Jiawei Han; Marti Hearst; Jure Leskovec

Co-located workshop summaries

AKBC 2013: third workshop on automated knowledge base construction BIBAFull-Text 2539-2540
  Fabian M. Suchanek; Sebastian Riedel; Sameer Singh; Partha P. Talukdar
DOLAP 2013 workshop summary BIBAFull-Text 2541-2542
  Ladjel Bellatreche; Alfredo Cuzzocrea; Il-Yeol Song
Sixth workshop on exploiting semantic annotations in information retrieval (ESAIR'13) BIBAFull-Text 2543-2544
  Paul. N. Bennett; Evgeniy Gabrilovich; Jaap Kamps; Jussi Karlgren
2013 international workshop on computational scientometrics: theory and applications BIBAFull-Text 2545-2546
  Cornelia Caragea; C. Lee Giles; Lior Rokach; Xiaozhong Liu
Workshop summary for the 2013 international workshop on mining unstructured big data using natural language processing BIBFull-Text 2547-2548
  Xiaozhong Liu; Miao Chen; Ying Ding; Min Song
CloudDB 2013: fifth international workshop on cloud data management BIBAFull-Text 2549-2550
  Feifei Li; Xiaofeng Meng; Fusheng Wang; Cong Yu
DUBMOD13: international workshop on data-driven user behavioral modelling and mining from social media BIBAFull-Text 2551-2552
  Jalal Mahmud; Jeffrey Nichols; Michelle X. Zhou; James Caverlee; John O'Donovan
PLEAD 2013: politics, elections and data BIBAFull-Text 2553-2554
  Ingmar Weber; Ana-Maria Popescu; Marco Pennacchiotti
DTMBIO 2013: international workshop on data and text mining in biomedical informatics BIBAFull-Text 2555-2556
  Atul Butte; Doheon Lee; Hua Xu; Min Song
CIKM 2013 workshop on living labs for information retrieval evaluation BIBAFull-Text 2557-2558
  Krisztian Balog; David Elsweiler; Evangelos Kanoulas; Liadh Kelly; Mark D. Smucker
The first workshop on user engagement optimization BIBAFull-Text 2559-2560
  Liangjie Hong; Shuang-Hong Yang
PIKM 2013: the 6th ACM workshop for Ph.D. students in information and knowledge management BIBAFull-Text 2561-2562
  Fabian M. Suchanek; Anisoara Nica
Web-KR 2013: the 4th international workshop on web-scale knowledge representation, retrieval and reasoning BIBAFull-Text 2563-2564
  Yi Zeng; Spyros Kotoulas; Zhisheng Huang
Data management & analytics for healthcare (DARE 2013) BIBAFull-Text 2565-2566
  Ullas Nambiar; Niranjan Thirumale