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iSummary: Workload-based, Personalized summaries for Knowledge Graphs
Published on Jun 29, 20237 Views
Chapter list
iSummary: Workload-based, Personalized summaries for Knowledge Graphs00:00
Explosion of KGs numbers, size, complexity00:11
Semantic summarization - 100:26
Semantic summarization - 200:53
Semantic summarization - 301:20
Semantic summarization - 401:48
Existing summaries are static02:02
Existing summaries are non-personalized - 102:06
Existing summaries are non-personalized - 202:11
Existing summaries are non-personalized - 302:32
Personalized summaries are impractical03:04
Personalized summaries do not scale03:12
1/2-Personalized Summary03:23
Tackling Impracticalities Exploiting Query Logs - 103:43
Tackling Impracticalities Exploiting Query Logs - 203:59
1/2-Personalized Summary - 204:23
Tackling Scalability Exploiting Query Logs04:48
1/2-Personalized Summary - 305:10
iSummary05:50
Evaluation06:26
Coverage as the number of queries increases08:10
Coverage for various k and baselines09:03
Execution time for the various k and algorithms10:01
iSummary - 210:18