Mendeley出力
Link mining and localisation in the context of face-to-face contact networks / Christoph Schotz
| データ種別 | 電子ブック |
|---|---|
| 出版者 | [Kassel, Germany] : Kassel University Press GmbH |
| 出版年 | 2016 |
| 本文言語 | 英語 |
| 大きさ | 1 online resource |
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| 資料種別 | 機械可読データファイル |
|---|---|
| 内容注記 | Front Cover; Title; Imprint; Acknowledgements; Declaration of Authorship; Abstract; Contents; List of Figures; List of Tables; Chapter 1; Introduction; 1.1 Structure and Contributions of this Thesis; Part 1: Ubicon and Its Applications; Part 2: Anatomy of Conferences; Part 3: Mining Social Links for Human Contact Prediction; Part 4: Mining Social Links for Indoor Localisation; Part I Ubicon and Its Applications; Introduction; Chapter 2; 2.1 Ubiquitous Computing; 2.2 Working Group Management Systems; 2.3 Conference Management Systems; 2.4 Physical Proximity; Chapter 3; 3.1 Introduction 3.2 Ubicon-Architecture3.3 RFID Setup; 3.4 Conferator A Social Conference ManagementSystem; 3.5 MyGroup A Ubiquitous Working GroupManagement System; 3.6 Conclusion and Future Work; Part II Anatomy of Conferences; Chapter 4; 4.1 Human Contact Patterns; 4.1.1 Analysing Human Contact Patterns Based on BluetoothCommunication; 4.1.2 Analysing Human Face-to-Face Contact Networks; 4.1.2.1 Analysis Results Using Active RFID Proximity Tags; 4.1.2.2 Analysis Results Using Sociometric Badges; 4.1.3 Epidemic Spreading at Conferences; 4.1.4 Analysing Academic Roles at Conferences 4.2 Talk Recommendation and PredictionChapter 5; 5.1 Introduction; 5.2 Face-to-Face Contact Networks; 5.3 Static Contact Behaviour at Conferences; 5.4 Dynamic Contact Behaviour at Conferences; 5.5 Dynamics of Epidemic Spreading; 5.6 Mining Roles at Academic Conferences; 5.6.1 Determination of Roles; 5.6.2 Time-based Analysis; 5.7 Conclusion and Future Work; Chapter 6; 6.1 Introduction; 6.2 Datasets; 6.2.1 Talk Attendance Data; 6.2.2 Full-Text Data; 6.3 Algorithms; 6.3.1 Rooted PageRank; 6.3.2 The Hybrid Rooted PageRank Method; 6.4 Predictability of Talk Attendance; 6.4.1 Evaluation Method 6.4.2 Talk and Session Attendance Statistics6.4.3 Influence Factors of Talk Attendance Based on UserInterests; 6.4.4 Influence Factors of Talk Attendance Based on Faceto-Face Contact Networks; 6.4.5 Predictability of Talk Attendance using Simple BaselinePredictors; 6.4.6 Predictability of Talk Attendance Using the HybridRooted PageRank Predictor; 6.5 Conclusion and Future Work; Introduction; Part III Mining Social Links For HumanContact Prediction; Introduction; Chapter 7; 7.1 Link Prediction in Social Networks; 7.1.1 Unsupervised Link Prediction Approaches 7.1.2 Supervised Link Prediction Approaches7.1.3 Cold Start Link Prediction Problem; 7.1.4 Link Prediction Applications; 7.1.5 Link Prediction in Face-to-Face Contact Networks; 7.2 Triadic Closure in Social Networks; Chapter 8; 8.1 Introduction; 8.2 Problem Definition: Link Prediction; 8.3 Network Proximity Measures; 8.3.1 Neighbourhood-based Network Proximity Measures; 8.3.2 Path-based Network Proximity Measures; 8.4 Predictability of New Links in Face-to-FaceContact Networks; 8.4.1 Evaluation Method; 8.4.2 Analysis of the Predictability of New Links |
| 一般注記 | Open Access Vendor-supplied metadata |
| 著者標目 | *Scholz, Christoph. |
| 件 名 | BSH:Electronic books LCSH:Social networks BISACSH:TECHNOLOGY & ENGINEERING / Engineering (General) BISACSH:TECHNOLOGY & ENGINEERING / Reference FREE:Social networks FREE:Ubiquitous Computing FREE:Online-Community FREE:Netzwerkanalyse FREE:Data Mining FREE:Sozialer Kontakt FREE:Benutzerverhalten FREE:Automatische Identifikation FREE:RFID FREE:Innenraum FREE:Lokalisation |
| 分 類 | DC:620 |
| 書誌ID | ED00003626 |
| ISBN | 9783737600873 |