{"id":478674,"date":"2018-04-03T17:40:33","date_gmt":"2018-04-04T00:40:33","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=478674"},"modified":"2019-08-29T18:35:35","modified_gmt":"2019-08-30T01:35:35","slug":"complete-submodularity-characterization-comparative-independent-cascade-model-2","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/complete-submodularity-characterization-comparative-independent-cascade-model-2\/","title":{"rendered":"Complete Submodularity Characterization in the Comparative Independent Cascade Model"},"content":{"rendered":"<p>We study the propagation of comparative ideas or items in social networks. A full characterization for submodularity in the comparative independent cascade (Com-IC) model of two-idea cascade is given, for competing ideas and complementary ideas respectively, with or without reconsideration. We further introduce One-Shot model where agents show less patience toward ideas, and show that in One-Shot model, only the strongest idea spreads with submodularity.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We study the propagation of comparative ideas or items in social networks. A full characterization for submodularity in the comparative independent cascade (Com-IC) model of two-idea cascade is given, for competing ideas and complementary ideas respectively, with or without reconsideration. We further introduce One-Shot model where agents show less patience toward ideas, and show that [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"27","msr_journal":"Theoretical Computer 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