| Description |
xiv, 119 pages : illustrations ; 24 cm |
| Series |
SpringerBriefs in electrical and computer engineering, 2191-8112 |
|
SpringerBriefs in electrical and computer engineering. 2191-8112
|
| Contents |
Contents note continued: 4.2.Survey on the Relationship Between Interest Similarity and Trust -- 4.2.1.Study Objective -- 4.2.2.Study Design -- 4.2.3.Recruitment and Data Collection -- 4.2.4.Respondents -- 4.2.5.Results -- 4.2.6.Findings and Discussion -- 4.2.7.Conclusions -- 4.3.Chapter Summary -- 5.1.Related Work -- 5.2.Similarity-Based Trust Construction -- 5.2.1.Notations -- 5.2.2.Proposed Approach -- 5.3.Chapter Summary -- 6.1.Experimental Method -- 6.2.Experimental Dataset -- 6.3.Parameterization -- 6.4.Jaccard Similarity Calculations -- 6.5.Traditional Approach of Collaborative Filtering -- 6.6.Evaluation Methods -- 6.7.Experiment Results and Discussion: Hypothesis 1 -- 6.8.Experiment Results and Discussion: Hypothesis 2 and 3 -- 6.9.Chapter Summary -- 7.1.Contribution -- 7.2.Limitations -- 7.3.Future Work |
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Machine generated contents note: 1.1.Problem and Objectives -- 1.2.Significance and Contributions -- 1.3.Research Methodology -- 1.4.Background of this Research Project -- 1.5.Book Outline -- 2.1.Fundamentals of Trust and Trust Network -- 2.1.1.Trust Overview -- 2.1.2.Previous Works on Trust -- 2.2.Recommender Systems -- 2.2.1.Demographic-Based Filtering -- 2.2.2.Knowledge-Based Filtering -- 2.2.3.Utility-Based Filtering -- 2.2.4.Content-Based Filtering -- 2.2.5.Collaborative Filtering -- 2.2.6.Hybrid Recommender System -- 2.3.Web 2.0 -- 2.3.1.Social Tags -- 2.3.2.Web 2.0 and Social Networks -- 2.4.Chapter Summary -- 3.1.Introduction to Subjective Logic -- 3.1.1.Subjective Opinion Representation -- 3.1.2.Operators of Subjective Logic -- 3.2.Transitivity and Trust Inferences -- 3.3.Trust Network Analysis with Subjective Logic -- 3.4.Trust Path Dependency and Network Simplification -- 3.5.Related Work -- 3.6.Chapter Summary -- 4.1.Related Work -- |
| Bibliography |
Includes bibliographical references (pages 111-119) and index |
| Subject |
Artificial intelligence.
|
|
Recommender systems (Information filtering)
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| LC no. |
2013932127 |
| ISBN |
9781461468943 |
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