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Topic evolution and social interactions

Ding Zhou, Xiang Ji, Hongyuan Zha, C. Lee Giles
2006 Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06  
We also show how certain social actors, authors, impact these topics and propose new ways for evaluating author impact.  ...  By viewing the evolution of topics as a Markov chain, we estimate a Markov transition matrix of topics by leveraging social interactions and topic semantics.  ...  We address the discovery of dynamics in social communications and how these dynamic changes link to the latent social interactions.  ... 
doi:10.1145/1183614.1183653 dblp:conf/cikm/ZhouJZG06 fatcat:dykfrwdol5an7a3kc63ztke4ca

Social symbol grounding and language evolution [chapter]

Paul Vogt, Federico Divina
2009 Benjamins Current Topics  
This project has the objective of evolving a cultural society and, in doing so, the agents have to evolve a communication system that is grounded in their interactions with their virtual environment and  ...  This paper illustrates how external (or social) symbol grounding can be studied in simulations with large populations.  ...  Opinions and errors in this manuscript are the authors' responsibility, they do not necessarily reflect those of the EC or other New Ties members.  ... 
doi:10.1075/bct.21.03vog fatcat:pvxazhs6xzfs3jwbixml2ger7i

Temporal relation co-clustering on directional social network and author-topic evolution

Wei Peng, Tao Li
2010 Knowledge and Information Systems  
We apply the algorithm to temporal relation co-clustering on directional social network and author-topic evolution.  ...  One typical type of three-way data is multiple two-way data/matrices with different time periods, for example, authors' publication key terms and people's email correspondence varying with the time.  ...  Acknowledgments The work is partially supported by NSF grants IIS-0546280, CCF-0830659, and DMS-0915110.  ... 
doi:10.1007/s10115-010-0289-9 fatcat:3semz3amufcunkvcp5oxlj6t4y

Visual Analysis of Topical Evolution in Unstructured Text: Design and Evaluation of TopicFlow [chapter]

Alison Smith, Sana Malik, Ben Shneiderman
2015 Lecture Notes in Social Networks  
Additionally, we present TopicFlow, an interactive tool to visualize the evolution of these topics. The tool was developed using an iterative design process based on feedback from expert reviewers.  ...  In many cases, it is important to analyze the evolution of topics over a time range.  ...  of this project and thoughtful reviews of this paper.  ... 
doi:10.1007/978-3-319-19003-7_9 dblp:series/lnsn/SmithMS15 fatcat:buc2ctgbzzaehia3w2nlgn6lwy

Personal stories matter: topic evolution and popularity among pro- and anti-vaccine online articles

Zhan Xu
2019 Journal of Computational Social Science  
This study examined how pro-and anti-vaccine topics and public interests have changed from 2007 to 2017.  ...  This study shows that certain topics can be more popular online and can potentially reach a larger population. It also reveals the evolution of vaccine-related topics and public's interest.  ...  However, to our knowledge, no studies have investigated the evolution of pro-and anti-vaccine topics as well as their effects on viewers' behaviors.  ... 
doi:10.1007/s42001-019-00044-w fatcat:3beuea6vfngs7peqjyjix46kf4

Leveraging Social Context for Modeling Topic Evolution

Janani Kalyanam, Amin Mantrach, Diego Saez-Trumper, Hossein Vahabi, Gert Lanckriet
2015 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15  
Topic discovery and evolution (TDE) has been a problem which has gained long standing interest in the research community.  ...  Our conclusion is that using the social context information is most useful when faced with topics that are particularly difficult to detect.  ...  ACKNOWLEDGEMENTS J.K. and G.R.G.L. acknowledge support from Yahoo! Inc., and the NSF (grants CCF-0830535 and IIS-1054960). G.R.G.L. acknowledges support from the Alfred P. Sloan Foundation.  ... 
doi:10.1145/2783258.2783319 dblp:conf/kdd/KalyanamMSVL15 fatcat:glm3r7lwdneplfqs46ykpxnv2a

Evolution or Regression of Brazilian Education? Ten Topics of Education in Brazil from 1800-2000

2019 International Journal of Humanities Social Sciences and Education  
How to teach. With content fragmented by chairs or Evolution or Regression of Brazilian Education?  ...  Evolution or Regression of Brazilian Education? Ten Topics of Education in Brazil from 1800-2000  ...  To satisfy the first specific objective, the main studies were researched and presented, which approached several authors, which influenced the educational bases in the world, since its origin.  ... 
doi:10.20431/2349-0381.0611009 fatcat:r2v6vtecjralzjq5lf765753k4

Detecting the Topic Evolution and Sentiment Polarity for Albinism in a Chinese Online Health Community: Machine Learning and Social Network Analysis (Preprint)

Qiqing Bi, Lining Shen, Richard Evans, Zhiguo Zhang, Shimin Wang, Wei Dai
2020 JMIR Medical Informatics  
Negative emotions were twice as high as positive emotions in the social life and security topic.  ...  The OHC was deeply mined using topic mining, social network analysis, and sentiment polarity analysis.  ...  The authors would like to thank all anonymous reviewers for their valuable comments and input to this research.  ... 
doi:10.2196/17813 pmid:32469320 fatcat:q46nn5gn3vasvanyi6t6gjisle

A Novel Emerging Topic Identification and Evolution Discovery Method on Time-Evolving and Heterogeneous Online Social Networks

Xiaoyan Xu, Wei Lv, Beibei Zhang, Shuaipeng Zhou, Wei Wei, Yusen Li
2021 Complexity  
How to effectively and immediately discover the new emerging topic and further how to uncover its evolution law are still wide open and urgently needed by both research and practical fields.  ...  This paper proposed a novel early emerging topic detection and its evolution law identification framework based on dynamic community detection method on time-evolving and scalable heterogeneous social  ...  and reveal the new emerging topic and even its evolution process (law) on this scalable, time-evolving, and heterogeneous online social network has become the hot research spot in topic detection and  ... 
doi:10.1155/2021/8859225 doaj:66c1eb9e63284b80953f2fe3507f4ffc fatcat:dv6xk3hr5zey3ohxoxmwdgx2ga

The Development and Evolution of Division of Labor and Foraging Specialization in a Social Insect (Apis mellifera L.) [chapter]

Robert E. Page, Ricarda Scheiner, Joachim Erber, Gro V. Amdam
2006 Current Topics in Developmental Biology  
This set of traits guided further research into reproductive regulatory systems that were co-opted by natural selection during the evolution of social behavior.  ...  How does complex social behavior evolve? What are the developmental building blocks of division of labor and specialization, the hallmarks of insect societies?  ...  Foundation, Deutsches Forschungsgemeinschaft, and the Norwegian Research Council.  ... 
doi:10.1016/s0070-2153(06)74008-x pmid:16860670 pmcid:PMC2606150 fatcat:dt3nsz73qfcnjo6lbjqkuq24b4

Human Interactive Behavior: A Bibliographic Review

Xiangjie Kong, Kai Ma, Shen Hou, Di Shang, Feng Xia
2019 IEEE Access  
All these findings help researchers observe potential patterns and the topic evolution in half a century, which may shed dazzling light on the exploration of human interactive behavior.  ...  With the rise of big data and human-computer interaction in the 21st century, more and more researchers from different industries and disciplines pay great attention to the human interactive behavior research  ...  We can learn that the rates of top 25 topics each 2 years are more than One-Third, which means these top 25 topics can reflect the evolution of whole human interactive behaviour research effectively.  ... 
doi:10.1109/access.2018.2887341 fatcat:cf5xmi7lkjgnnmcec4a2jgsbgm

Mining Social Dependencies in Dynamic Interaction Networks [chapter]

Freddy Chong Tat Chua, Hady W. Lauw, Ee-Peng Lim
2012 Proceedings of the 2012 SIAM International Conference on Data Mining  
We propose a Decay Topic Model to model the evolution of a user's preferences for content items at the topic level, as well as a Social Dependency Metric that quantifies the extent of social dependency  ...  We term this effect social dependency, and we seek to mine from such networks the degree to which a user may be socially dependent on another user over time.  ...  In this setting, we say author a has social dependency on author c, if a and c co-author a paper (interact) on topics that a is unlikely, but c is likely, to publish.  ... 
doi:10.1137/1.9781611972825.62 dblp:conf/sdm/ChuaLL12 fatcat:vydtfkbvsvb4ldhquy4wn5uzuq

Human–Robot Interaction

Robin Murphy, Tatsuya Nomura, Aude Billard, Jennifer Burke
2010 IEEE robotics & automation magazine  
Courses in HRI provide the canonical set of knowledge and core skills that represent the current state of the field and permit the evolution of knowledge and methods to be transferred from research to  ...  interacting through communication [1] .  ...  Acknowledgments The authors thank Dr. Matsushita  ... 
doi:10.1109/mra.2010.936953 fatcat:k6zhzad7a5hxhou64y6paq673e

Interactions in Online Education

Bao-Yu Hu
2007 Educational Technology & Society  
Next, the authors demostrate how to create effective encounters through case study.  ...  knowledge on how interactions work in reality and instructors can easily select topics related to their interest in a variety of contexts.  ... 
dblp:journals/ets/Hu07 fatcat:eskfydngjrgefaageslahwuaii

Interactive semantics

Hai Zhuge
2010 Artificial Intelligence  
It firstly distinguishes social semantics from natural semantics, and then explores the interactive semantics in the category of social semantics.  ...  Can future cyber-society have some semantic images that enable machines and individuals (humans and agents) to reflect themselves and interact with each other with knowing social situation through time  ...  Then, how individuals in the future cyber-society effectively interact with each other based on understanding?  ... 
doi:10.1016/j.artint.2009.11.014 fatcat:yxytzls27nf3joecuk67mt24ca
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