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Mobile collocated interactions with wearables 15

Mobile collocated interactions with wearables

引用

17th International Conference on Human-computer Interaction with Mobile Devices and Services, MobileHCI 2015

作者： Lucero, Andrés Wilde, Danielle Robinson, Simon Fischer, Joel E. Clawson, James Tomico, Oscar Mads Clausen Institute University of Southern Denmark Kolding Denmark SDU Design University of Southern Denmark Kolding Denmark Future Interaction Tech. Lab. Swansea University UK Swansea United Kingdom Mixed Reality Lab. School of Computer Science University of Nottingham United Kingdom Georgia Institute of Technology School of Interactive Computing AtlantaGA United States Eindhoven University of Technology Eindhoven Netherlands

ISBN: (纸本)9781450336536

Research on mobile collocated interactions has been looking at situations in which collocated users engage in collaborative activities using their mobile devices, thus going from personal/individual toward shared/multiuser experiences and interactions. However, computers are getting smaller, more powerful, and closer to our bodies. Therefore, mobile collocated interactions research, which originally looked at smartphones and tablets, will inevitably move towards fully integrated wearable technologies. The focus of this workshop is to bring together a community of researchers, designers and practitioners to explore the potential of extending mobile collocated interactions from, through and around the body using wearable technologies.

关键词： Wearable technology

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Toward generating 3D games with the help of commonsense knowledge and the crowd 10

Toward generating 3D games with the help of commonsense know...

引用

10th AAAI Conference on Artificial Intelligence and interactive Digital Entertainment, AIIDE 2014

作者： Hodhod, Rania Huet, Marc Riedl, Mark TSYS School of Computer Science Columbus State University United States School of Interactive Computing Georgia Institute of Technology United States

ISBN: (纸本)9781577356851

Procedural game generation is the automatic creation of all aspects of a playable computer game. Procedural game generation systems require specialized knowledge, virtual worlds, and art assets. In this paper, we show how 3D graphical scenes for interactive fictions can be automatically generated with only knowledge that is readily available in existing knowledge bases or can be acquired via crowdsourcing. The key to 3D scene generation is commonly accepted spatial relationships between different types of objects in different types of scenes. We use a crowdsourcing game to automatically and rapidly acquire spatial relations. The spatial relations are used by an intelligent scene generation system that selects and configures 3D assets within a virtual geometric space. © Copyright 2014, Association for the Advancement of Artificial Intelligence (***) All rights reserved.

关键词： computer games

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Discussion graphs: Putting social media analysis in context 8

Discussion graphs: Putting social media analysis in context

引用

8th International Conference on Weblogs and Social Media, ICWSM 2014

作者： Kiciman, Emre Counts, Scott Gamon, Michael De Choudhury, Munmun Thiesson, Bo Microsoft Research United States School of Interactive Computing Georgia Tech United States Dept. of Computer Science Aalborg University Denmark

ISBN: (纸本)9781577356578

Much research has focused on studying complex phenomena through their reflection in social media, from drawing neighborhood boundaries to inferring relationships between medicines and diseases. While it is generally recognized in the social sciences that such studies should be conditioned on gender, time and other confounding factors, few of the studies that attempt to extract information from social media actually condition on such factors due to the difficulty in extracting these factors from naturalistic data and the added complexity of including them in analyses. In this paper, we present a simple framework for specifying and implementing common social media analyses that makes it trivial to inspect and condition on contextual information. Our data model-discussion graphs-captures both the structural features of relationships inferred from social media as well as the context of the discussions from which they are derived, such as who is participating in the discussions, when and where the discussions are occurring, and what else is being discussed in conjunction. We implement our framework in a tool called DGT , and present case studies on its use. In particular, we show how analyses of neighborhoods and their boundaries based on geo-located social media data can have drastically varying results when conditioned on gender and time. Copyright © 2014, Association for the Advancement of Artificial Intelligence (***). All rights reserved.

关键词： Social networking (online)

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Managing political differences in social media 14

Managing political differences in social media

引用

17th ACM Conference on computer Supported Cooperative Work and Social computing, CSCW 2014

作者： Grevet, Catherine Terveen, Loren Gilbert, Eric School of Interactive Computing and GVU Center Georgia Institute of Technology United States Department of Computer Science and Engineering University of Minnesota United States

ISBN: (纸本)9781450325400

Most people associate with people like themselves, a process called homophily. Exposure to diversity, however, makes us more informed as individuals and as a society. In this paper, we investigate political disagreements on Facebook to explore the conditions under which diverse opinions can coexist online. Via a mixed methods approach comprising 103 survey responses and 13 interviews with politically engaged American social media users, we found that participants who perceived more differences with their friends engaged less on Facebook than those who perceived more homogeneity. Weak ties were particularly brittle to political disagreements, despite being the ties most likely to offer diversity. Finally, based on our findings we suggest potential design opportunities to bridge across ideological difference: 1) support exposure to weak ties;and 2) make common ground visible while friends converse. Copyright © 2014 ACM.

关键词： Surveys

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Specialization, homophily, and gender in a social curation site: Findings from pinterest 14

Specialization, homophily, and gender in a social curation s...

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17th ACM Conference on computer Supported Cooperative Work and Social computing, CSCW 2014

作者： Chang, Shuo Kumar, Vikas Gilbert, Eric Terveen, Loren GroupLens Research Dept. of Computer Science and Engineering University of Minnesota United States School of Interactive Computing Georgia Institute of Technology United States

ISBN: (纸本)9781450325400

Pinterest is a popular social curation site where people collect, organize, and share pictures of items. We studied a fundamental issue for such sites: what patterns of activity attract attention (audience and content reposting)? We organized our studies around two key factors: the extent to which users specialize in particular topics, and homophily among users. We also considered the existence of differences between female and male users. We found: (a) women and men differed in the types of content they collected and the degree to which they specialized;male Pinterest users were not particularly interested in stereotypically male topics;(b) sharing diverse types of content increases your following, but only up to a certain point;(c) homophily drives repinning: people repin content from other users who share their interests;homophily also affects following, but to a lesser extent. Our findings suggest strategies both for users (e.g., strategies to attract an audience) and maintainers (e.g., content recommendation methods) of social curation sites. Copyright © 2014 ACM.

关键词： User profile

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Speeding up Large-Scale Financial Recomputation with Memoization 7

Speeding up Large-Scale Financial Recomputation with Memoiza...

引用

7th Workshop on High Performance Computational Finance, WHPCF 2014 at the International Conference for High Performance computing, Networking, Storage and Analysis, SC 2014

作者： Moreno, Alexander Balch, Tucker School of Computer Science Georgia Institute of Technology AtlantaGA30332 United States School of Interactive Computing Georgia Institute of Technology AtlantaGA30332 United States

ISBN: (纸本)9781479970278

Quantitative financial analysis requires repeated computations of the same functions with the same arguments when prototyping trading strategies;many of these functions involve resource intensive operations on large matrices. Reducing the number of repeated computations either within a program or across runs of the same program would allow analysts to build and debug trading strategies more quickly. We built a disk memoization library that caches function computations to files to avoid recomputation. Anymemoization solution should be easy to use, minimizing the need for users to think about whether caching is appropriate, while at the same time giving them control over speed, accuracy, and space used for caching. Guo and Engler proposed a similar tool that does automatic memoization by modifying the python interpreter, while the packages Jug and Joblib are distributed computing tools that have memoization options. Our library attempts to maintain the ease of use of the above packages for memoization, but at the same time give a higher degree of control of how caching is done for users who need it. We provide the same basic features as these other libraries, but allow control of how hashing is done, space usage for individual functions and all memoization, refreshing memoization for a specific function, and accuracy checking. This should lead to both increased productivity and speed increases for recomputation. We show that for several financial calculations, including Markowitz Optimization, Fama French, and the Singular Value Decomposition, memoization greatly speeds up recomputation, often by over 99%. We also show that by using xxhash, a non-cryptographic hash function, instead of md5, and avoiding equality checks, our package greatly outperforms joblib, the best current package. © 2014 IEEE.

关键词： Python

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Mental health discourse on reddit: Self-disclosure, social support, and anonymity 8

Mental health discourse on reddit: Self-disclosure, social s...

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8th International Conference on Weblogs and Social Media, ICWSM 2014

作者： Choudhury, Munmun De De, Sushovan School of Interactive Computing Georgia Institute of Technology Atlanta GA AtlantaGA United States Department of Computer Science Arizona State University Tempe AZ TempeAZ United States

ISBN: (纸本)9781577356578

Social media is continually emerging as a platform of information exchange around health challenges. We study mental health discourse on the popular social media: reddit. Building on findings about health information seeking and sharing practices in online forums, and social media like Twitter, we address three research challenges. First, we present a characterization of self-disclosure in mental illness communities on reddit. We observe individuals discussing a variety of concerns ranging from the daily grind to specific queries about diagnosis and treatment. Second, we build a statistical model to examine the factors that drive social support on mental health reddit communities. We also develop language models to characterize mental health social support, which are observed to bear emotional, informational, instrumental, and prescriptive information. Finally, we study disinhibition in the light of the dissociative anonymity that reddit's throwaway accounts provide. Apart from promoting open conversations, such anonymity surprisingly is found to gather feedback that is more involving and emotionally engaging. Our findings reveal, for the first time, the kind of unique information needs that a social media like reddit might be fulfilling when it comes to a stigmatic illness. They also expand our understanding of the role of the social web in behavioral therapy.. Copyright © 2014, Association for the Advancement of Artificial Intelligence (***). All rights reserved.

关键词： Social networking (online)

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Kitchen kinesics: Situating gestural interaction within the social contexts of family cooking 14

Kitchen kinesics: Situating gestural interaction within the ...

引用

26th Australian computer-Human Interaction Conference, OzCHI 2014

作者： Nansen, Bjorn Davis, Hilary Vetere, Frank Skov, Mikael Paay, Jeni Kjeldskov, Jesper Interaction Design Lab Microsoft Centre for Social NUI Dept of Computing and Information Systems University of Melbourne Aalborg Australia Research Centre for Socio-Interactive Design Department of Computer Science Aalborg Denmark

ISBN: (纸本)9781450306539

HCI research and practice have moved into the kitchen, and alongside screen-based technologies, a number of tangible interaction designs are emerging to support home cooking. However, we note that the designs of tangible technologies for kitchens have, to date, emphasized the work of cooking rather than the social significance or context in which it occurs. Building on this growing interest in cooking and the kitchen, we report on ethnographic research with intergenerational family members cooking together in their homes. We analyze the social, material and embodied contexts of kitchen kinesics - the non-verbal gestural communication observed in family cooking interactions. Based upon these social, embodied, and material contexts of gestural interaction in the kitchen, we identify a number of contextual concerns for approaching the design and understanding of the role of gesture in familial cooking. Ultimately we highlight the significance of collocated gestural interaction and gestured interaction over a distance to understand the opportunities and limitations afforded by the design of new technologies in the kitchen. Copyright 2014 ACM.

关键词： Kitchens

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Applying qualitative research methods to narrative knowledge engineering

Applying qualitative research methods to narrative knowledge...

引用

5th Workshop on Computational Models of Narrative, CMN 2014

作者： O'Neill, Brian Riedl, Mark Department of Computer Science and Information Technology Western New England University 1215 Wilbraham Rd. Springfield MA United States School of Interactive Computing Georgia Institute of Technology 85 Fifth St. Atlanta GA United States

ISBN: (纸本)9783939897712

We propose a methodology for knowledge engineering for narrative intelligence systems, based on techniques used to elicit themes in qualitative methods research. Our methodology uses coding techniques to identify actions in natural language corpora, and uses these actions to create planning operators and procedural knowledge, such as scripts. In an iterative process, coders create a taxonomy of codes relevant to the corpus, and apply those codes to each element of that corpus. These codes can then be combined into operators or other narrative knowledge structures. We also describe the use of this methodology in the context of Dramatis, a narrative intelligence system that required STRIPS operators and scripts in order to calculate human suspense responses to stories. © Brian O'Neill and Mark Riedl;.

关键词： Iterative methods

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Speeding up Large-Scale Financial Recomputation with Memoization

Speeding up Large-Scale Financial Recomputation with Memoiza...

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Workshop on High Performance Computational Finance, WHPCF

作者： Alexander Moreno Tucker Balch School of Computer Science Georgia Institute of Technology Atlanta Georgia School of Interactive Computing Georgia Institute of Technology Atlanta Georgia

Quantitative financial analysis requires repeated computations of the same functions with the same arguments when prototyping trading strategies; many of these functions involve resource intensive operations on large matrices. Reducing the number of repeated computations either within a program or across runs of the same program would allow analysts to build and debug trading strategies more quickly. We built a disk memoization library that caches function computations to files to avoid recomputation. Anymemoization solution should be easy to use, minimizing the need for users to think about whether caching is appropriate, while at the same time giving them control over speed, accuracy, and space used for caching. Guo and Engler proposed a similar tool that does automatic memoization by modifying the python interpreter, while the packages Jug and Joblib are distributed computing tools that have memoization options. Our library attempts to maintain the ease of use of the above packages for memoization, but at the same time give a higher degree of control of how caching is done for users who need it. We provide the same basic features as these other libraries, but allow control of how hashing is done, space usage for individual functions and all memoization, refreshing memoization for a specific function, and accuracy checking. This should lead to both increased productivity and speed increases for recomputation. We show that for several financial calculations, including Markowitz Optimization, Fama French, and the Singular Value Decomposition, memoization greatly speeds up recomputation, often by over 99%. We also show that by using xxhash, a non-cryptographic hash function, instead of md5, and avoiding equality checks, our package greatly outperforms joblib, the best current package.

关键词： Libraries Optimization Testing Runtime Accuracy Aerospace electronics Buildings

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