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  • GBV  (2)
  • 2010-2014  (2)
  • Kittler, Josef  (2)
  • Cham : Springer International Publishing  (2)
  • 1
    ISBN: 9783319076324
    Sprache: Englisch
    Seiten: 1 Online-Ressource (618 pages)
    Serie: Lecture Notes in Computer Science / Information Systems and Applications, Incl. Internet/Web, and HCI v.8531
    Paralleltitel: Print version Hutchison, David Social Computing and Social Media : 6th International Conference, SCSM 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings
    DDC: 302.23
    Kurzfassung: Foreword -- Organization -- HCI International 2015 -- Table of Contents -- Designing and Evaluating Social Computing and Social Media -- A Review of Using Online Social Networks for Investigative Activities -- 1 Introduction -- 2 Crimes Involving OSNs -- 2.1 Classical Crimes -- 2.2 Digital Crimes -- 3 Analysis of Online Social Networks -- 3.1 Existing Digital Forensics Tools for OSNs Analysis -- 3.2 Proposed Framework for the Forensic Analysis of User Interaction with OSN -- Questionnaire -- Analysis and Result -- 5.1 Main Findings from questionnaire -- 6 Conclusions -- References -- An Accessibility Evaluation of Social Media Websites for Elder Adults -- 1 Introduction -- 2 Literature Review -- 2.1 Social Media -- 2.2 Elder Adults -- 2.3 Elder Adult Social Media Advantages and Barriers -- 2.4 Interface Design Mandates and Accessibility -- 3 Class Discussion -- 4 Class Discussion Results -- 5 Social Media Evaluation -- 6 Social Media Evaluation Results -- 7 Conclusion and Future Work -- References -- Social Computing-Bridging the Gap between the Social and the Technical -- 1 Introduction -- 2 Background of Design Pattern -- 2.1 Software Design Patterns -- 2.2 Design Patterns for Cooperative Systems and Social Media -- 3 Goffman's Framework of Social Interaction -- 3.1 Participants -- 3.2 Regions -- 3.3 Performance -- 4 Informing the Design of Social Computing -- 4.1 Structure of Social Computing -- 4.2 Dynamics of Social Computing -- 5 Discussion and Conclusions -- References -- Taxonomy of Enterprise-Related Mobile Applications -- 1 Introduction -- 2 Related Work -- 3 Theoretical Background - Developing a Taxonomy -- 4 Framework for Enterprise Apps for Enterprise-Internal Activities -- 5 Conclusion -- References -- Representing Students Curriculum in Social Networks -- 1 Introduction -- 2 State of Art -- 3 System Needs and Definition
    Kurzfassung: 4 System Architecture -- 5 Case Study -- 6 Conclusions and Future Work -- References -- Influence of Interactivity on Social Connectedness -- A Study on User Experience in an Interactive Public Installation -- 1 Introduction -- 2 Interactive Installations -- 3 Social Connectedness -- 4 Experiment -- 4.1 Installation -- 4.2 Questionnaire -- 4.3 Participants -- 4.4 Procedure -- 4.5 Results -- 5 Discussion and Conclusion -- References -- Virtual Homage to the Dead: An Analysis of Digital Memorials in the Social Web -- 1 Introduction -- 2 Digital Memorials -- 3 Methodology -- 4 Analysis of the Platform as to Social Web Elements -- 5 Interaction Test -- 5.1 Users' Profile -- 5.2 How Users Felt After Interacting with iHeaven -- 5.3 Users' Evaluation on the Functionalities of iHeaven -- 6 Conclusion -- References -- Deployment, Usage and Impact of Social Media Tools in Small and Medium Enterprises: A Case Study -- 1 Introduction -- 2 Method -- 2.1 Phases and Procedures -- 2.2 Data Analysis Techniques -- 2.3 Participating SMEs -- 2.4 Social Media Tools Introduced to the Participating SMEs -- 3 Results and Discussion -- 3.1 SME1: Business-to-Business, Neutral Initial Attitude Towards Social Media, One Employee Responsible for Social Media -- 3.2 SME2: Business-to-Business, Negative Initial Attitude Towards Social Media, Company Owners Responsible for Social Media -- 3.3 SME3: Business-to-Consumer, Positive Initial Attitude Towards Social Media, All Employees Responsible for Social Media -- 3.4 Discussion -- 4 Conclusions -- References -- Using Ambient Communication and Social Networking Technologies to Reduce Loneliness of Elders -- 1 Introduction -- 2 Related Work -- 3 AMCOSOP Platform -- 3.1 Communication -- 4 Home Terminal -- 4.1 Home Terminal Hardware -- 5 User Evaluation -- 6 Results -- References
    Kurzfassung: The Importance of Social Media as Source of Information in the Technology Identification in Dependence of External and Internal Factors -- 1 Introduction -- 2 Social Media -- 3 Research Questions -- 4 Data Collection and Operationalization -- 5 Description of the Sample -- 6 Findings -- 7 Discussion, Implications, and Future Research -- References -- The Development and Validation of the Social Network Sites (SNSs) Usage Questionnaire -- 1 Introduction -- 1.1 Extant Measures -- 1.2 Current Study -- 2 Method -- 2.1 Participants -- 2.2 Materials -- 3 Results -- 3.1 Dimensionality and Internal Correlations -- 3.2 External Validation -- 4 Discussion -- 5 Implications, Limitations and Future Research -- References -- Appendix: Social Network Sites (SNSs) Usage Questionnaire -- What Is Beautiful in Cyberspace? Communication with Attractive Avatars -- 1 Theoretical Background -- 2 Method -- 2.1 Study Design and Stimuli -- 2.2 Dependent Measures -- 2.3 Participants and Procedure -- 3 Results -- 4 Discussion -- References -- Moderation Techniques for Social Media Content -- 1 Introduction -- 2 The Evolution of Social Media -- 3 Types of User Generated Content -- 4 Mechanisms for Ensuring the Quality of the Content -- 4.1 User Registration -- 4.2 CAPTCHA -- 4.3 Moderation -- 5 Hybrid Moderation -- 6 Conclusions and Future Extensions -- References -- Analysing, Visualising, and Modelling Social Networks -- Use of Twitter Stream Data for Trend Detection of Various Social Media Sites in Real Time -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Analysis of Data -- 5 Conclusion -- References -- Social Network Representation and Dissemination of Pre-Exposure Prophylaxis (PrEP): A Semantic Network Analysis of HIV Prevention Drug on Twitter -- 1 Introduction -- 1.1 Social Media Representations of Health Issues
    Kurzfassung: 1.2 Misuse of Health Information on Social Media -- 1.3 Semantic Network Analysis -- 2 Method -- 2.1 Sample -- 2.2 Procedure -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Identifying Locations of Social Significance: Aggregating Social Media Content to Create a New Trust Model for Exploring Crowd Sourced Data and Information -- 1 Introduction -- 2 Value of Crowd-sourced Data -- 3 Military Planning Using Social Media: A Matter of Trust -- 4 Aggregation Models -- 4.1 Aggregate -- 4.2 Annotate -- 4.3 Automate -- 4.4 Analyze -- 5 Geospatial Entity Resolution -- 6 Conclusion -- Living in the Era of Social Media: How the Different Types of Social Media May Affect Information Acquisition Process -- 1 Introduction -- 2 Background and Hypotheses -- 2.1 The Role of "Sources" in the Information Acquisition Process -- 3 Methodology -- 3.1 Developmentnof the Typology -- 3.2 Factors that Affect the Use of Different Types of Social Media -- 4 Results and Discussion -- References -- SONETA: A Social Media Geo-Trends Analysis Tool -- 1 Introduction -- 2 Conceptual Design -- 3 Architectural Design -- 4 Typical Usage Scenario -- 5 Evaluation Study -- 5.1 Method -- 5.2 Results and Findings -- 6 Conclusions and Future Work -- References -- Seed-Centric Approaches for Community Detection in Complex Networks -- 1 Introduction -- 2 Seed-Centric Algorithms: A Classification Study -- 2.1 General Description -- 2.2 Classification Criteria -- 3 Selected Exemples -- 3.1 LICOD -- 3.2 YASCA -- 4 Experiments -- 4.1 Datasets -- 4.2 Evaluation Criteria -- 4.3 Comparative Results -- 5 Conclusion -- References -- Visualizing Impression-Based Preferences of Twitter Users -- 1 Introduction -- 2 Related Work -- 3 Design of the Visualization System -- 3.1 System Architecture -- 3.2 Collecting Tweets on User and Home Timelines -- 3.3 Removing Noise
    Kurzfassung: 3.4 Quantifying Impressions of Tweets -- 3.5 Extracting Keyphrases -- 3.6 Generating Scatter Plots -- 4 Implementation as Web Application -- 5 Conclusion -- References -- A New Approach to Exploring Spatiotemporal Space in the Context of Social Network Services* -- 1 Introduction -- 2 Literature Review -- 2.1 Information Space -- 2.2 Interface -- 3 Research Proposal -- 4 Concluding Remarks -- References -- How Do Users Express Their Emotions Regarding the Social System in Use? A Classification of Their Postings by Using the Emotional Analysis of Norman -- 1 Introduction -- 2 UX Evaluation During the Use of the System -- 3 Postings Regarding the System in Use in SNS -- 4 Emotional Analysis -- 5 First Investigation -- 5.1 Participants -- 5.2 Procedure -- 5.3 Results -- 6 Second Investigation -- 6.1 Participants -- 6.2 Procedure -- 6.3 Results -- 7 Implication for the UX Analysis -- 8 Final Considera ations and Future Work -- References -- Modelling of Excitation Propagation for Social Interactions -- 1 Introduction -- 2 The Basic Model -- 2.1 Hexagonal 2 Dimensional Cellular Automaton Model -- 2.2 Excitation Signal Propagation Patterns in 2D Space -- 3 Social Medium Model Composed Of Several Agent Groups -- 3.1 Multi-Layer Media Model -- 4 Propagation of Two Competing Signals in Populations of Agents -- 4.1 Two Colliding Waves and Their Breakdown -- 4.2 Propagation of Two Signals in the Grouped Population -- 5 An Example -- 6 Concluding Remarks -- References -- Agent-Based Nonlocal Social Systems: Neurodynamic Oscillations Approach -- 1 Introduction -- 2 Local vs. Nonlocal Agent Based Social Modeling -- 3 Empirical Premises and EEG Experimental Setup -- 4 Concluding Remarks -- References -- Enhancing Social Media with Pervasive Features -- 1 Introduction -- 2 State of the Art on Pervasive Social Media -- 3 Architectural Approach
    Kurzfassung: 3.1 High-level Architecture View
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  • 2
    ISBN: 9783319040486
    Sprache: Englisch
    Seiten: 1 Online-Ressource (277 pages)
    Serie: Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence v.8178
    Serie: Lecture Notes in Computer Science Ser. v.8178
    Paralleltitel: Print version Hutchison, David Behavior and Social Computing : International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, Australia, April 14-17, and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers
    DDC: 302.30113
    Schlagwort(e): Information technology-Social aspects-Congresses.. ; Information society-Social aspects-Congresses ; Electronic books
    Kurzfassung: Front -- Preface -- Organization -- Table of Contents -- Part I: Behavior Analytics -- Mining Frequent Sequences Using Itemset-Based Extension -- 1 Introduction -- 2 Problem Statement and Related Works -- 3 An Itemset-Based Extension Approach -- 4 The FINDER Algorithm -- 5 Experimental Results -- 6 Conclusion -- References -- Network Flow Based Collective Behavior Analysis -- 1 Introduction -- 2 Framework Description -- 2.1 Video Processing -- 2.2 Trajectory Identification -- 2.3 Behavior Analysis -- 3 Testing Examples -- 4 Conclusion -- References -- Design, Conduct and Analysis of a Biased Voting Experiment on Human Behavior -- 1 Introduction -- 2 Experiments Designing and Preparation -- 2.1 Platform Selection -- 2.2 Incentive Mechanism -- 2.3 Subjects Selection -- 2.4 Software -- 2.5 Hardware -- 3 Data Process and Result Analysis -- 3.1 Data Process -- 3.2 Result Analysis -- 4 Conclusions and d Future Work -- References -- Using Mobile Phone Location Data for Urban Activity Analysis -- 1 Introduction -- 2 Preliminaries -- 2.1 Methodology -- 2.2 Data Preparation -- 3 Individual Activity Analysis -- 3.1 Spatio-Temporal Hotspot Sequence -- 3.2 Stability and Periodicity of Individual Activities -- 3.3 Similarity and Difference among Individuals' Activities -- 4 Group Activity Analysis -- 4.1 Base Station Distribution -- 4.2 Geographic Boundary -- 4.3 Group Activity Regularity -- 5 Conclusion and Future Work -- References -- Dynamic User Behavior-Based Piracy Propagation Monitoring in Wireless Peer-to-Peer Networks -- 1 Introduction -- 2 Modeling Dynamic Behaviors and Piracy Propagation -- 2.1 DUB Characterization -- 2.2 UBT and PPA Calculation -- 3 Monitoring Process for Piracy Propagation -- 3.1 Node Ability Calculation Module -- 3.2 REGKM Algorithm for Reclustering -- 4 Experimental Evaluation -- 5 Conclusion -- References
    Kurzfassung: World Expo Problem and Its Mixed Integer Programming Based Solution -- 1 Introduction -- 1.1 PreviousWork -- 1.2 OurWork -- 2 The Graphics Model of the World Expo Problem -- 2.1 Problem Statement -- 2.2 FromMulti-targets to Multi-groups -- 3 Improvements for Practical Applications -- 3.1 Introduce a Super Vertex -- 3.2 The Strategy of Path Clustering -- 4 Experiments -- 4.1 Simulation Results -- 4.2 An Adversary Case ofWorld Expo Problem -- 5 Conclusion -- References -- Part II: Social Analytics -- Semantic Change Computation: A Successive Approach -- 1 Introduction -- 2 Successive View of Semantic Change -- 3 Successive Semantic Change Computation -- 3.1 Time-Unit Based Word Status Measurement -- 3.2 Word Change Pattern Detection -- 4 Experiments and Analyses -- 4.1 Changed vs. Unchanged -- 4.2 Broadening vs. Narrowing -- 4.3 Newly CoinedWords, Metaphorical Change and Metonymic Change -- 5 Conclusions -- References -- A Connectionist Model-Based Approach to Centrality Discovery in Social Networks -- 1 Introduction -- 2 The Connectionist Model -- 3 Centrality Measurement -- 4 Example and Experiments -- 4.1 Independent Cascade Model -- 4.2 A Simple Example -- 4.3 Experiments -- 5 Conclusion -- References -- The Influence in Twitter: Are They Really Influenced? -- 1 Introduction -- 2 Related Work -- 3 Data Set -- 4 Methodology -- 4.1 Problem Statement -- 4.2 Topical Similarity -- 4.3 InterRank -- 5 Evaluation -- 5.1 Effect of Topical Similarity -- 5.2 Comparison between InterRank and PageRank -- 6 Conclusions -- References -- Micro-blog Post Topic Drift Detection Based on LDA Model -- 1 Introduction -- 2 Related Work -- 3 Micro-blog Post Topic Drift Model -- 3.1 Data Description -- 3.2 Topic Drift Model -- 4 LDA Model -- 4.1 Model Description -- 4.2 Parameter Estimation and Gibbs Sampling -- 5 Topic Boundary Identification
    Kurzfassung: 5.1 Micro-blog Post Similarity -- 5.2 Topic Boundary Identification -- 6 Topics' Extraction and Evolution -- 7 Experiments and Result -- 8 Conclusions and Future Work -- References -- A Network-Based Approach for Collaborative Filtering Recommendation -- 1 Introduction -- 2 Design of Network-Based Approach -- 2.1 The Item Network and the User Network -- 2.2 Formalization of the New Similarity Metric in the User Network -- 3 Experiments and Evaluation -- 3.1 Experimental Data -- 3.2 Experimental Method -- 3.3 Experimental Results and Performance Evaluation -- 4 Conclusion -- References -- A Novel Framework for Improving Recommender Diversity -- 1 Introduction -- 2 Related Work -- 3 Evaluation Metrics -- 3.1 Accuracy Metrics -- 3.2 Diversity Metrics -- 4 Recommendation Diversity Algorithm -- 4.1 Notations Definitions -- 4.2 Cloud Model -- 4.3 Gaussian Cloud Transformation -- 4.4 Recommendation Diversity Algorithm -- 5 Data Design and Empirical Analysis -- 5.1 Data Design -- 5.2 Empirical Analysis -- 6 Conclusions and Future Work -- References -- RNRank: Network-Based Ranking on Relational Tuples -- 1 Introduction -- 2 Related Work -- 3 Problem Definition -- 4 RNRank: Relational-Network Based Ranking Algorithm -- 4.1 Probabilistic Ranking Model -- 4.2 Posterior ProbabilisticModel -- 4.3 Ranking and Clustering on Target Relation -- 4.4 Ranking and Clustering on Attribute Relations -- 5 Experiment and Evaluation -- 5.1 Datasets -- 5.2 Result Analysis -- 5.3 Clustering Evaluation -- 5.4 Parameters Study -- 6 Conclusions -- References -- Interaction-Based Social Relationship Type Identification in Microblog -- 1 Introduction -- 2 Overview of the Framework -- 2.1 Terminology Definition -- 2.2 Overall Solution Framework -- 3 Community Discovery -- 3.1 The Generative Model UIRCT -- 3.2 Parameter Estimation -- 3.3 User-Community Assignment
    Kurzfassung: 4 Community Profiling -- 5 Experiment -- 5.1 Datasets -- 5.2 Result Analysis -- 6 Related Work -- 7 Conclusion and Future Work -- References -- Part III: Socio-Behavioral Analytics -- Personalized Recommendation Based on Behavior Sequence Similarity Measures -- 1 Introduction -- 2 Related Work -- 3 User Behavior Sequence Similarity Measurement -- 3.1 User Behavior Sequence -- 3.2 Analysis on the Length of User Behavior Pattern -- 4 Recommendation Based on BSSM -- 4.1 LCBC -- 4.2 MRBC -- 4.3 CCBC -- 5 Experiments and Results -- 5.1 Experiment Datasets -- 5.2 Experiment on LCBC -- 5.3 Experiment on MRBC -- 5.4 Experiment on CCBC -- 5.5 Testing Experiment on CCBC -- 5.6 Experiment Results Analysis -- 6 Conclusions -- References -- Detecting Spam Community Using Retweeting Relationships - A Study on Sina Microblog -- 1 Introduction -- 2 Microblog Dataset and Analysis -- 2.1 Microblog Dataset -- 2.2 Data Statistics and Analysis -- 3 Supervised Spammer Detection -- 3.1 Our Observations -- 3.2 Feature Set Extraction -- 4 Experiment and Analysis -- 4.1 Dataset Description -- 4.2 Experiment Setting -- 4.3 Classification Comparison -- 4.4 Spam and Promoting Community Detection -- 5 Related Work -- 5.1 Review Spam -- 5.2 Microblog Spam -- 6 Conclusions -- References -- Cooperative Community Detection Algorithm Based on Random Walks -- 1 Introduction -- 2 Some Definition -- 3 Cooperative Community Detection Algorithm Based on Random Walks -- 3.1 Calculation Similarity between Nodes via Random Walks -- 3.2 Community Detection Method -- 3.3 Performance Improving via Cooperative Method -- 4 Experimental Results -- 4.1 Accuracy -- 4.2 Modularity -- 5 Conclusion and Future Works -- References -- An Actor Network-Based Approach to Pirates Community Discovery in Peer-to-Peer Network -- 1 Introduction -- 2 Related Work -- 3 Actor Network-Based Model
    Kurzfassung: 3.1 Content Similarity Graph and Actor-Network Theory -- 3.2 ANM Architecture -- 3.3 Pirates Community Discovery Process -- 3.4 ANMGN Algorithm -- 4 Experimental Evaluation -- 4.1 Tests on Karate Club Network of Zachary -- 4.2 Working with Computer Generated Network -- 5 Conclusion -- References -- Suggestions for Fresh Search Queries by Mining Mircoblog Topics -- 1 Introduction -- 2 Related Work -- 2.1 Query Suggestion -- 2.2 Social Media -- 3 Suggestion Flowchart -- 4 Offline Processing -- 4.1 Extracting Microblog Data by Crawling -- 4.2 Text Processing -- 4.3 Discussions -- 5 Experiment -- 5.1 Data Set and Evaluation Method -- 5.2 Experimental Results -- 5.3 Discussions -- 6 Conclusions and Future Work -- References -- Learn to Rank Tweets by Integrating Query-Specific Characteristics -- 1 Introduction -- 2 Related Work -- 3 Combined LTR by Integrating Query-Specific Aspects -- 3.1 GeneralModel -- 3.2 Query-Specific Ranking Model -- 4 Experiments -- 4.1 Experimental Settings -- 4.2 Results and Discussion -- 5 Conclusions and Future Work -- References -- Exploration on Similar Spatial Textual Objects Retrieval -- 1 Introduction -- 2 Preliminaries -- 2.1 Problem Definition -- 2.2 Spatial Proximity and Textual Similarity -- 2.3 A General Framework -- 3 Proposed Approach -- 3.1 Baseline Strategy -- 3.2 Semantic Aware Strategy -- 4 Experimental Evaluation -- 4.1 Effectiveness Evaluation -- 4.2 Efficiency Evaluation -- 5 Related Work -- 6 Conclusion and Future Work -- References -- Indicating Important Parts in Searched Web Pages by Retrieval Keywords -- 1 Introduction -- 2 Reasons Why Retrieval Keywords Are Not Found Easily on Searched Web Pages -- 2.1 Keywords Do Not Exist on Web Pages but Synonyms Exist -- 2.2 Keywords Do Not Appear on the Display Areas of Web Pages -- 2.3 Parts of Web Pages Containing Keywords Are Not in Display State
    Kurzfassung: 3 Implemented Software
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