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ClusCite: Effective Citation Recommendation by Information Network-Based Clustering
Published on Oct 07, 20142284 Views
Citation recommendation is an interesting but challenging research problem. Most existing studies assume that all papers adopt the same criterion and follow the same behavioral pattern in deciding rel
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Chapter list
ClusCite: Effective Citation Recommendation by Information Network-Based Clustering00:00
Motivation - 100:15
Motivation - 201:00
Citation Recommendation01:42
Consider Distinct Citation Behavioral Patterns02:14
Observation: Distinct Citation Behavioral Patterns - 103:07
Observation: Distinct Citation Behavioral Patterns - 203:13
Observation: Distinct Citation Behavioral Patterns - 303:22
Observation: Distinct Citation Behavioral Patterns - 403:53
Observation: Distinct Citation Behavioral Patterns - 504:09
Observation: Distinct Citation Behavioral Patterns - 604:14
Heterogeneous Bibliographic Network04:25
Problem Definition05:15
ClusCite Framework - 105:38
ClusCite Framework - 205:51
Proposed Model: Overview - 106:36
Proposed Model: Overview - 206:52
Proposed Model: Overview - 307:05
Proposed Model: Overview - 407:24
Proposed Model I: Group Membership07:43
Proposed Model II: Paper Relevance - 108:40
Proposed Model II: Paper Relevance - 209:30
Proposed Model III: Object Relative Authority - 109:52
Proposed Model III: Object Relative Authority - 210:09
Proposed Model III: Object Relative Authority - 310:21
Model Learning - 110:39
Model Learning - 211:21
Experimental Results - 111:29
Experimental Results - 212:27
Experimental Results - 313:24
Experimental Results - 414:00
Conclusion - 114:51
Conclusion - 215:18
Thank you!15:28