Online experiments DISCUSSION AND IMPLICATIONS CHAPTER 5 RECOMMENDING CITATIONS FOR RESEARCH PAPERS INTEGRATING RECOMMENDERS INTO THE DOMAIN OF RESEARCH PAPERS PURE RECOMMENDER ALGORITHMS FOR RESEARCH PAPERS Collaborative algorithms Baseline algorithms. PURE ALGORITHM EXPERIMENTS…… Offline Experiment… 8888 O Experiment Pure Algorithm Discussion COMBINING CONTENT AND COLLABORATIVE FILTERING HYBRID RECOMMENDER ALGORITHMS IN THIS DOMAIN HYBRID RECOMMENDER EXPERIMENTS iline Experiment. 09 Online Experiment 12 Hybrid Algorithm Discussion 22 CONCLUSION(A FUNNY THING HAPPENED.) CHAPTER 6 HUMAN-RECOMMENDER INTERACTION THEORY 126 THE GULF OF INTENTIOI HUMAN RECOMMENDER INTERACTION: A USER-CENTRIC PERSPECTIVE 128 THE PILLARS OF HRI The Recommendation dialog-…… 130 The re nder personality he User Information Seeking Task 132 THE ASPECTS OF HRI 133 Aspects of the Recommendation dialog……… 134 Aspects of the Recommender Personality 139 Aspects of the User Information Seeking Task THE HRI ANALYTIC PROCESS MODEL 148 APPLYING HRI AND THE PROCESS MODEL TO RECOMMENDER DESIGN LIMITATIONS OF HRI AND THE PROCESS MODEL 151 153 CHAPTER 7 RECOMMENDER TASKS IN A DIGITAL LIBRARY 154 FOUR KINDS OF USERS.. USER TASKS RELATIONSHIPS BETWEEN TASKS The large set Phenomenon The Fluidity of" Find More References"…… 160 PERSONAS IN THIS DOMAⅣN APPLYING HRI TO THE DOMAIN OF DIGITAL LIBRARIES CONCLUSIONS CHAPTER 8 UNDERSTANDING RECOMMENDER ALGORITHMS, PARTI: DESIGNING METRICS. RUNNING BENCHMARKS PREVIOUSLY EXISTING RECOMMENDER METRICS METRIC DISCUSSION BENCHMARKING RECOMMENDER ALGORITHMS 178 Research questions 178 Reproduced with permission of the copyright owner. Further reproduction prohibited without permissionReproduced with permission of the copyright owner. Further reproduction prohibited without permission