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Motion Guidance Sleeve: Guiding the Forearm Rotation through External Artificial Muscles Did you feel the vibration -- Haptic Feedback Everywhere) / Chen, Chia-Yu / Chen, Yen-Yu / Chung, Yi-Ju / Yu, Neng-Hao Proceedings of the ACM CHI'16 Conference on Human Factors in Computing Systems 2016-05-07 v.1 p.3272-3276
ACM Digital Library Link
Summary: Online fitness videos make it possible and popular to do exercise at home. However, it is not easy to notice the details of motions by merely watching training videos. We propose a new type of motion guidance system that simulates the way that the human body moves as driven by muscle contractions. We have designed external artificial muscles on a sleeve to create a pulling sensation that can guide the forearm's pronation (internal rotation) and the forearm's supination (external rotation). The sleeve consists of stepper motors to provide pulling force, fishing lines and elastic bands to imitate muscle contraction to drive the forearm to rotate instinctively. We present two preliminary experiments. The first one shows that this system can effectively guide the forearm to rotate in the correct direction. The second one shows that users can be guided to the targeted angle by utilizing a tactile cue. We also report users' feedback through the experiments and provide design recommendations and directions for future research.

Recommending Short-lived Dynamic Packages for Golf Booking Services Short Papers: Information Retrieval / Swezey, Robin / Chung, Young-joo Proceedings of the 2015 ACM Conference on Information and Knowledge Management 2015-10-19 p.1779-1782
ACM Digital Library Link
Summary: We introduce an approach to recommending short-lived dynamic packages for golf booking services. Two challenges are addressed in this work. The first is the short life of the items, which puts the system in a state of a permanent cold start. The second is the uninformative nature of the package attributes, which makes clustering or figuring latent packages challenging. Although such settings are fairly pervasive, they have not been studied in traditional recommendation research, and there is thus a call for original approaches for recommender systems. In this paper, we introduce a hybrid method that leverages user analysis and its relation to the packages, as well as package pricing and environmental analysis, and traditional collaborative filtering. The proposed approach achieved appreciable improvement in precision compared with baselines.

Exploring determinants of adoption intentions towards Enterprise 2.0 applications: an empirical study / Wang, Tao / Jung, Chul-Ho / Kang, Ming-Hui / Chung, Young-Soo Behaviour and Information Technology 2014-10-03 v.33 n.10 p.1048-1064
Link to Article at Taylor & Francis
Summary: Enterprise 2.0 is identified as one of the most promising technological innovations in the business domain, with immense potential for enriching communication, enabling collaboration and facilitating learning. Although organisations are increasingly implementing Enterprise 2.0 as a useful means of knowledge sharing and collaboration, no empirical research has been performed to identify individuals' motivations to participate in Enterprise 2.0 activities. The high practical relevance and dearth of research indicate the importance of the present study. This study aims to apply the Unified Theory of Acceptance and Use of Technology to propose a research model that incorporates context-specific variables as enhancing constructs to predict individuals' adoption intentions towards Enterprise 2.0 applications. We also categorise Enterprise 2.0 users into silent and social users and conduct a comparative analysis to examine whether differences exist in factors predicting users' adoption intentions towards Enterprise 2.0 applications. To test the model, structural equation modelling is employed to analyse data collected from respondents working in seven Chinese companies conducting trial operations of an Enterprise 2.0 platform. The findings of this research provide managers with effective methods to promote individuals' participation in Enterprise 2.0 activities. This research also provides a theoretical foundation for academics and practical implications for the development of Enterprise 2.0.

Quality-Workload Tradeoff in Pig Activity Monitoring Application Security and Monitoring of WSN / Kim, Haelyeon / Chung, Yeonwoo / Lee, Sungju / Chung, Yongwha / Park, Daihee MUSIC 2013: Mobile, Ubiquitous, and Intelligent Computing 2013-09-04 p.105-110
Keywords: Activity Monitoring; Quality; Accuracy; Workload; Tradeoff
Link to Digital Content at Springer
Summary: Generally, there is a tradeoff between quality and computational workload required to obtain that quality. In this paper, we focus on practical issues in implementing a pig activity monitoring system. We first propose a method for evaluating the quality-workload tradeoff in the activity monitoring application. Then, we derive the cost-effective solution within the acceptable range of quality for the activity monitoring application. Based on the experiments with the video monitoring data obtained from a pig farm, our method can derive the cost-effective resolution size and frame rate without degrading the accuracy significantly.

Power-Time Tradeoff of Parallel Execution on Multi-core Platforms WSN Applications and Technologies / Lee, Sungju / Kim, Heegon / Chung, Yongwha MUSIC 2013: Mobile, Ubiquitous, and Intelligent Computing 2013-09-04 p.157-163
Keywords: multi-core platform; energy saving; parallel application
Link to Digital Content at Springer
Summary: It is anticipated that high-performance handheld multi-core devices will be used as WSN processing nodes in the near future. Reducing execution time by deploying parallel applications on multi-core platforms comes at the cost of increasing power consumption compared to using fewer cores. This paper focuses on such tradeoff between power consumption and execution time and subsequently achieves maximal energy saving when executing applications in parallel. Based on the experiments on a multi-core platform, we can verify that parallel execution with frequency scaling is an effective approach at the application level in order to reduce energy consumption.

Security Enhanced Unlinkable Authentication Scheme with Anonymity for Global Mobility Networks Intelligent and Mobile Services / Chung, Youngseok / Choi, Seokjin / Lee, Youngsook / Won, Dongho MUSIC 2013: Mobile, Ubiquitous, and Intelligent Computing 2013-09-04 p.535-540
Keywords: anonymity; linkability; authentication; mobility network
Link to Digital Content at Springer
Summary: Recently, Chung, Lee, and Won [1] proposed an improved authentication scheme with anonymity which remedies security faults showed by Youn, Park, and Lim [2]. Their improved scheme guarantees anonymity, but does not provide unlinkability. In their scheme, it is possible for attackers to know particular sessions, that have already been occurred several times, are originated by one same user. In this paper, we propose an unlinkable authentication scheme with anonymity by modifying Chung et al.'s scheme. Our scheme provides not only anonymity and security as the previous scheme does, but also unlikability against malicious mobile users. Since proposed scheme still uses only low-cost functions, it is suitable for mobility networks.

An Overlay Network Based on Arrangement Graph with Fault Tolerance Frontier Computing -- Theory, Technologies and Applications / Lu, Ssu-Hsuan / Li, Kuan-Ching / Lai, Kuan-Chou / Chung, Yeh-Ching MUSIC 2013: Mobile, Ubiquitous, and Intelligent Computing 2013-09-04 p.577-583
Keywords: Peer-to-Peer; overlay network; arrangement graph; fault tolerance
Link to Digital Content at Springer
Summary: As people change the habit of using the Internet, network technology has become matured. Unlike client-server, peer-to-peer (P2P) technology increases the convenience of people's daily life. The routing efficiency of P2P system without centralized server always is an important issue. This paper proposes a virtual peer mechanism of P2P overlay network based on the arrangement graph to make exiting physical peers be agent peers for vacant peers. Each vacant peer is managed by a physical peer who often is its neighbor, and the vacant peer is called virtual peer. Physical peers and virtual peers make the arrangement graph full, and make the number of routing hops can be limited within the diameter of the arrangement graph. From experimental results, this system can keep routing efficiency no matter the number of peers and do not increase system overhead.

Finding food entity relationships using user-generated data in recipe service Information retrieval poster session / Chung, Young-joo Proceedings of the 2012 ACM Conference on Information and Knowledge Management 2012-10-29 p.2611-2614
ACM Digital Library Link
Summary: Rakuten recipe is a recipe site where users can submit their recipes and share with the others. Since recipe contents are generated by users, they usually contain many misspellings, abbreviations, synonyms, hypernyms and hyponyms. Identifying and normalizing these words is essential to retrieve relevant recipes to user's request. In this paper, we introduce a new approach to finding related words in a recipe domain using the data structure. Based on the observation that people usually write the main ingredient in the first position of ingredient lists of each recipe and such a ingredient is strongly related to the categories where recipes belong, we calculate relation scores of word pairs using real service data, which contains 790 categories and 405,519 recipes. The experimental result showed that we successfully found semantically related word pairs with f-score of 0.93.

Detection of Wheelchair User Activities Using Wearable Sensors Ambient Assisted Living and Smart Environments / Ding, Dan / Hiremath, Shivayogi / Chung, Younghyun / Cooper, Rory A. UAHCI 2011: 6th International Conference on Universal Access in Human-Computer Interaction, Part III: Context Diversity 2011-07-09 v.3 p.145-152
Keywords: Activity monitors; wearable sensors; activity classification; wheelchair users; rehabilitation
Link to Digital Content at Springer
Summary: Wearable sensors are increasingly used to monitor and quantify physical activity types and levels in a real-life environment. In this project we studied the activity classification in manual wheelchair users using wearable sensors. Twenty-seven subjects performed a series of representative activities of daily living in a semi-structured setting with a wheelchair propulsion monitoring device (WPMD) attached to their upper limb and their wheelchair. The WPMD included a wheel rotation datalogger that collected wheelchair movements and an eWatch that collected tri-axial acceleration on the wrist. Features were extracted from the sensors and fed into four machine learning algorithms to classify the activities into three and four categories. The results indicated that these algorithms were able to classify these activities into three categories including self propulsion, external pushing, and sedentary activity with an accuracy of 89.4-91.9%.

SPIDER: a system for scalable, parallel / distributed evaluation of large-scale RDF data Demo session 2: semantic web, information extraction & knowledge management / Choi, Hyunsik / Son, Jihoon / Cho, YongHyun / Sung, Min Kyoung / Chung, Yon Dohn Proceedings of the 2009 ACM Conference on Information and Knowledge Management 2009-11-02 p.2087-2088
ACM Digital Library Link
Summary: RDF is a data model for representing labeled directed graphs, and it is used as an important building block of semantic web. Due to its flexibility and applicability, RDF has been used in applications, such as semantic web, bioinformatics, and social networks. In these applications, large-scale graph datasets are very common. However, existing techniques are not effectively managing them. In this paper, we present a scalable, efficient query processing system for RDF data, named SPIDER, based on the well-known parallel/distributed computing framework, Hadoop. SPIDER consists of two major modules (1) the graph data loader, (2) the graph query processor. The loader analyzes and dissects the RDF data and places parts of data over multiple servers. The query processor parses the user query and distributes sub queries to cluster nodes. Also, the results of sub queries from multiple servers are gathered (and refined if necessary) and delivered to the user. Both modules utilize the MapReduce framework of Hadoop. In addition, our system supports some features of SPARQL query language. This prototype will be foundation to develop real applications with large-scale RDF graph data.

An Improved H.264 Error Concealment Algorithm with User Feedback Design Part IV: Interactive TV and Media / Chen, XiaoMing / Chung, Yuk Ying HCI International 2007: 12th International Conference on Human-Computer Interaction, Part III: HCI Intelligent Multimodal Interaction Environments 2007-07-22 v.3 p.815-820
Keywords: H.264; Error Concealment; User Feedback; Video Compression
Link to Digital Content at Springer
Summary: This paper proposes a new Error Concealment (EC) method for the H.264/AVC [1] video coding standard using both spatial and temporal information for intra-frame concealment. Five error concealing modes are offered by this method. The proposed EC method also allows feedback from users. It allows users to define and change the thresholds for switching between five different modes during the error concealing procedure. As a result, the concealing result for a video sequence can be optimized by taking advantage of relevant user feedback. The concealed video quality has been measured by a group of users and compared with the H.264 EC method which is without user feedback. The experimental results show that the proposed new EC algorithm with the user feedback performs better (3 dB gains) than the H.264 EC without user feedback.

Implementation of a New H.264 Video Watermarking Algorithm with Usability Test Part IV: Interactive TV and Media / Shukran, Mohd Afizi Mohd / Chung, Yuk Ying / Chen, XiaoMing HCI International 2007: 12th International Conference on Human-Computer Interaction, Part III: HCI Intelligent Multimodal Interaction Environments 2007-07-22 v.3 p.963-970
Keywords: Video watermarking; H.264; Human Computer Interface (HCI)
Link to Digital Content at Springer
Summary: With the proliferation of digital multimedia content, issues of copyright protection have become more important because the copying of digital video does not result in the decrease in quality that occurs when analog video is copied. One method of copyright protection is to embed a digital code, "watermark", into the video sequence. The watermark can then unambiguously identify the copyright holder of the video sequence. In this paper, we propose a new video watermarking algorithm for the H.264 coded video with considering usability factors. The usability testings based on the concept of Human Computer Interface (HCI) have been performed on the proposed approach. The usability testing has been considered representative for most image manipulations and attacks. The proposed algorithm has passed all the attack testings. Therefore, the watermarking mechanisms in this paper have been proved to be robust and efficient to protect the copyright of H.264 coded video.

Constructing Adaptive User Interface Through Semantic Descriptions People with Disabilities: Assistive Homes and Environments / Namgoong, Hyun / Kim, Kyung-il / Chung, Yun Koo ICCHP'06: International Conference on Computers Helping People with Special Needs 2006-07-11 p.469-472
Link to Digital Content at Springer
Summary: We present semantic descriptions for dynamically integrated usage of the devices providing user-centric services. This paper describes the architecture of the user-side controller for adaptive user interface supporting control of the devices. It provides users with easy interface for controlling heterogeneous devices in environment. Especially, it is efficient for people with disabilities to operate the surrounding devices. Furthermore, it can be applied to automated home control and proactive service system, etc.

Monitoring and managing presence in incoming and outgoing communication Late breaking results: short papers / Chung, Yuan-Chou / Zimmerman, John / Forlizzi, Jodi Proceedings of ACM CHI 2005 Conference on Human Factors in Computing Systems 2005-04-02 v.2 p.1284-1287
ACM Digital Library Link
Summary: The increase in channels and formats of personal communication such as email, instant messaging, and mobile phones, has generated new problems both with selecting the appropriate method to contact someone and communicating a preference for incoming communication. Some applications, such as instant messaging have partially addressed this problem with status and away messages, but this approach offers limited communication options and only works for this communication channel. Following a user-centered design approach, we explored the needs of users to manage their communication channels. Using diaries, observations, and directed story-telling interviews we generated a set of observed needs. We then generated concept scenarios that capture these needs and performed a concept validation with a focus group looking for an overlap between our observed needs and the focus groups perceived needs. This paper documents our findings and offers implications for designers addressing these communication needs.

Robotic walker interface: designing for the elderly Late breaking posters / Shklovski, Irina / Chung, Yuan-Chou / Adams, Rob Proceedings of ACM CHI 2004 Conference on Human Factors in Computing Systems 2004-04-24 v.2 p.1566
Semantic Indexing for a Complete Subject Discipline IR / Multimedia / Chung, Yi-Ming / He, Qin / Powell, Kevin / Schatz, Bruce DL'99: Proceedings of the 4th ACM International Conference on Digital Libraries 1999-08-11 p.39-48
Broken Link to ACM Digital Library

Automatic Subject Indexing Using an Associative Neural Network / Chung, Yi-Ming / Pottenger, William M. / Schatz, Bruce R. DL'98: Proceedings of the 3rd ACM International Conference on Digital Libraries 1998-06-23 p.59-68
Keywords: Automatic indexing, Semantic indexing, Semantic retrieval, Automatic subject assignment, Amateur indexing, Concept Space, Information retrieval, Interspace, Semantic locality
Broken Link to ACM Digital Library
Summary: The global growth in popularity of the World Wide Web has been enabled in part by the availability of browser based search tools which in turn have led to an increased demand for indexing techniques and technologies. As the amount of globally accessible information in community repositories grows, it is no longer cost-effective for such repositories to be indexed by professional indexers who have been trained to be consistent in subject assignment from controlled vocabulary lists. The era of amateur indexers is thus upon us, and the information infrastructure needs to provide support for such indexing if search of the Net is to produce useful results.
    In this paper, we propose the ConceptAssigner, an automatic subject indexing system based on a variant of the Hopfield network [13]. In the application discussed herein, a collection of documents is used to automatically create a subset of a thesaurus termed a Concept Space [4]. To automatically index an individual document, concepts extracted from the given document become the input pattern to a Concept Space represented as a Hopfield network. The Hopfield net parallel spreading activation process produces another set of concepts that are strongly related to the concepts of the input document. Such concepts are suitable for use in an interactive indexing environment.
    A prototype of our automatic subject indexing system has been implemented as part of the Interspace, a semantic indexing and retrieval environment which supports statistically-based semantic indexing in a persistent object environment.

The Itsy Bitsy Spider Posters / Chen, Hsinchun / Schatz, Bruce R. / Ramsey, Marshall / Chung, Y-Ming DL'97: Proceedings of the 2nd ACM International Conference on Digital Libraries 1997-07-23 p.258
Broken Link to ACM Digital Library