Title Web information systems engineering -- WISE 2017 : 18th International Conference, Puschino, Russia, October 7-11, 2017, Proceedings. Part I / Athman Bouguettaya, Yunjun Gao, Andrey Klimenko, Lu Chen, Xiangliang Zhang, Fedor Dzerzhinskiy, Weijia Jia, Stanislav V. Klimenko, Qing Li (eds.)

Published Cham : Springer, 2017

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Description 1 online resource (xxi, 544 pages) : illustrations Series Lecture notes in computer science, 0302-9743 ; 10569 LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI Lecture notes in computer science ; 10569. 0302-9743 LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI. Contents Intro -- Preface -- Organization -- Contents -- Part I -- Contents -- Part II -- Microblog Data Analysis -- A Refined Method for Detecting Interpretable and Real-Time Bursty Topic in Microblog Stream -- Abstract -- 1 Introduction -- 2 Related Work -- 3 Solution Overview -- 3.1 Problem Formulation -- 3.2 Solution Overview -- 4 Refined Sketch-Based Topic Model and Evaluation -- 4.1 Real-Time Detection -- 4.2 Topic Evaluation -- Sketch-Based PMI -- 5 Experiments and Evaluation -- 5.1 Experiments Setting -- 5.2 Sketch-Based PMI Evaluation -- 5.3 Results Analysis -- 6 Conclusion -- Acknowledgments 4 Related Work -- 5 Conclusion -- References -- A Network Based Stratification Approach for Summarizing Relevant Comment Tweets of News Articles -- 1 Introduction -- 2 Related Works -- 3 Problem Definition and Preliminaries -- 3.1 Problem Definition -- 3.2 Outline of the Proposed Approach -- 3.3 Dataset -- 3.4 Preprocessing -- 4 Proposed Approach -- 4.1 Tweet Network Formation and Community Identification -- 4.2 Extracting Final Summary of Relevant and Diverse Tweets -- 5 Results and Discussion -- 5.1 Performance Metrics -- 5.2 Results -- 6 Conclusion -- References Interpreting Reputation Through Frequent Named Entities in Twitter -- 1 Introduction -- 2 Related Work -- 3 Approach -- 3.1 Weighted Sampling -- 3.2 Reputation of Frequent Named Entities -- 4 Experiments -- 4.1 The Datasets -- 4.2 The Richness of Weighted Sample -- 4.3 Frequent Named Entity Mining in Weighted Sample -- 4.4 Comparing the Ranking of the FNEs -- 4.5 Reputation Through Frequent Named Entities -- 5 Conclusions -- References -- Social Network Data Analysis -- Discovering and Tracking Active Online Social Groups -- 1 Introduction -- 2 Related Work -- 3 Preliminary and Problem Definition 4 Fading Time Window for Evolving Social Groups -- 5 Baseline Solutions -- 6 Index-Based Method -- 6.1 Index Overview -- 6.2 Incremental Group Evolution -- 7 Experiments -- 7.1 Efficiency -- 7.2 Group Evolution -- 8 Conclusion -- References -- Dynamic Relationship Building: Exploitation Versus Exploration on a Social Network -- 1 Introduction -- 2 The Dynamic Network Building Problem -- 3 Exploratory and Exploitative Strategies -- 4 Contrasting Exploitative and Exploratory Strategies -- 4.1 Network Evolution Mechanisms -- 4.2 Real-World Evolving Networks Summary The two-volume set LNCS 10569 and LNCS 10570 constitutes the proceedings of the 18th International Conference on Web Information Systems Engineering, WISE 2017, held in Puschino, Russia, in October 2017. The 49 full papers and 24 short papers presented were carefully reviewed and selected from 195 submissions. The papers cover a wide range of topics such as microblog data analysis, social network data analysis, data mining, pattern mining, event detection, cloud computing, query processing, spatial and temporal data, graph theory, crowdsourcing and crowdsensing, web data model, language processing and web protocols, web-based applications, data storage and generator, security and privacy, sentiment analysis, and recommender systems Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed October 12, 2017) Subject Web services -- Congresses Information storage and retrieval systems -- Congresses Software engineering -- Congresses Information retrieval. Computers -- Information Technology. Information storage and retrieval systems Software engineering Web services Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Bouguettaya, Athman, editor. Gao, Yunjun, editor. Klimenko, Andrey, editor Chen, Lu, editor Zhang, Xiangliang, editor Dzerzhinskiy, Fedor, editor Jia, Weijia, editor. Klimenko, Stanislav V., editor Li, Qing, editor ISBN 9783319687834 3319687832 3319687824 9783319687827

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