Link mining and localisation in the context of face-to-face contact networks:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Kassel, Germany]
Kassel University Press GmbH
2016
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| Subjects: | |
| Online Access: | Volltext |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 3737600872 9783737600873 |
| Access: | Open Access |
Staff View
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| 505 | 8 | |a 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 | |
| 505 | 8 | |a 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 | |
| 505 | 8 | |a 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 | |
| 505 | 8 | |a 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 | |
| 505 | 8 | |a 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 | |
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| 650 | 4 | |a Benutzerverhalten | |
| 650 | 4 | |a Data Mining | |
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| 650 | 4 | |a Lokalisation | |
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| 650 | 4 | |a TECHNOLOGY & ENGINEERING / Reference | |
| 650 | 4 | |a Ubiquitous Computing | |
| 650 | 4 | |a Social networks | |
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| author | Scholz, Christoph |
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| contents | 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 |
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| id | DE-604.BV048278474 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T20:00:47Z |
| indexdate | 2024-07-10T09:33:59Z |
| institution | BVB |
| isbn | 3737600872 9783737600873 |
| language | English |
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| physical | 1 Online-Ressource |
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| spelling | Scholz, Christoph Verfasser aut Link mining and localisation in the context of face-to-face contact networks Christoph Schotz [Kassel, Germany] Kassel University Press GmbH 2016 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier 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 Open Access EbpS Réseaux sociaux Automatische Identifikation Benutzerverhalten Data Mining Innenraum Lokalisation Netzwerkanalyse Online-Community RFID Social networks Sozialer Kontakt TECHNOLOGY & ENGINEERING / Engineering (General) TECHNOLOGY & ENGINEERING / Reference Ubiquitous Computing Electronic books https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1227641 Verlag kostenfrei Volltext |
| spellingShingle | Scholz, Christoph Link mining and localisation in the context of face-to-face contact networks 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 Réseaux sociaux Automatische Identifikation Benutzerverhalten Data Mining Innenraum Lokalisation Netzwerkanalyse Online-Community RFID Social networks Sozialer Kontakt TECHNOLOGY & ENGINEERING / Engineering (General) TECHNOLOGY & ENGINEERING / Reference Ubiquitous Computing |
| title | Link mining and localisation in the context of face-to-face contact networks |
| title_auth | Link mining and localisation in the context of face-to-face contact networks |
| title_exact_search | Link mining and localisation in the context of face-to-face contact networks |
| title_exact_search_txtP | Link mining and localisation in the context of face-to-face contact networks |
| title_full | Link mining and localisation in the context of face-to-face contact networks Christoph Schotz |
| title_fullStr | Link mining and localisation in the context of face-to-face contact networks Christoph Schotz |
| title_full_unstemmed | Link mining and localisation in the context of face-to-face contact networks Christoph Schotz |
| title_short | Link mining and localisation in the context of face-to-face contact networks |
| title_sort | link mining and localisation in the context of face to face contact networks |
| topic | Réseaux sociaux Automatische Identifikation Benutzerverhalten Data Mining Innenraum Lokalisation Netzwerkanalyse Online-Community RFID Social networks Sozialer Kontakt TECHNOLOGY & ENGINEERING / Engineering (General) TECHNOLOGY & ENGINEERING / Reference Ubiquitous Computing |
| topic_facet | Réseaux sociaux Automatische Identifikation Benutzerverhalten Data Mining Innenraum Lokalisation Netzwerkanalyse Online-Community RFID Social networks Sozialer Kontakt TECHNOLOGY & ENGINEERING / Engineering (General) TECHNOLOGY & ENGINEERING / Reference Ubiquitous Computing |
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