[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31894":3,"doc-seo-31894":27},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":20,"language":21,"language_code":22,"table_of_contents":23,"faqs":24,"seo_title":13,"seo_description":14,"update_tm":25,"read_time":26},31894,549758146520,"Patrick","https://ap-avatar.wpscdn.com/avatar/80002397d8c0411e94?_k=1775819394049821470",8,"Research & Report","Influence Models in Group Decision-Making","Influence Models in Group Decision-Making develops a decision-theoretic framework for scenarios where agents’ preferences and choices are altered by other interacting agents, including artificial intelligences. It addresses multiple simultaneous influence sources with varying strengths and opposite polarities, combining cardinal and ordinal approaches. Classical social choice rules are extended to signed and weighted social influence functions, and the KSB distance metric is generalized to an ordering-matrix metric to select the closest (or farthest) preference ordering under influence weights. The book also models individual, coalitional, and structural influence effects in group decision-making.","cbCaioemMHo7sOvQ","https://ap.wps.com/l/cbCaioemMHo7sOvQ","pdf",1504283,1,102,"English","en","# Preface\n## Motivation and agent influence in group decision-making\n## Cardinal and ordinal approaches for multiple influences\n## Extensions of social choice functions and influence metrics\n## From independent to coalition and structural influence","[{\"question\":\"What types of agents and influence interactions are considered in the book?\",\"answer\":\"The book considers settings where human agents and artificial intelligences act as agents, and where each agent’s preferences or choices can be influenced by other agents through interaction or collaboration.\"},{\"question\":\"How does the book model multiple sources of influence with different strengths and polarities?\",\"answer\":\"It provides both cardinal and ordinal approaches to handle multiple influence sources, explicitly incorporating varied strengths and positive or negative (opposite polarity) influences.\"},{\"question\":\"What mathematical framework is introduced to compute distances between preference orderings?\",\"answer\":\"It extends the KSB distance metric to a matrix influence function by transforming each preference ordering into an ordering matrix, then defining a metric for the distance between ordering matrices to support selecting the resulting preference ordering.\"}]",1780434043,257,{"code":4,"msg":28,"data":29},"ok",{"site_id":30,"language":22,"slug":31,"title":13,"keywords":32,"description":14,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":25},105,"influence-models-in-group-decision-making","",{"@graph":34,"@context":83},[35,52,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,49],{"item":39,"name":40,"@type":41,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/document/","Document",2,{"item":47,"name":12,"@type":41,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":41,"position":51},"https://docshare.wps.com/document/influence-models-in-group-decision-making/31894/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":60,"encodingFormat":59,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":39,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-06-02",true,{"@type":63,"interactionType":64,"userInteractionCount":4},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What types of agents and influence interactions are considered in the book?","Question",{"text":73,"@type":74},"The book considers settings where human agents and artificial intelligences act as agents, and where each agent’s preferences or choices can be influenced by other agents through interaction or collaboration.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"How does the book model multiple sources of influence with different strengths and polarities?",{"text":78,"@type":74},"It provides both cardinal and ordinal approaches to handle multiple influence sources, explicitly incorporating varied strengths and positive or negative (opposite polarity) influences.",{"name":80,"@type":71,"acceptedAnswer":81},"What mathematical framework is introduced to compute distances between preference orderings?",{"text":82,"@type":74},"It extends the KSB distance metric to a matrix influence function by transforming each preference ordering into an ordering matrix, then defining a metric for the distance between ordering matrices to support selecting the resulting preference ordering.","https://schema.org",{"og:url":50,"og:type":85,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":87,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]