[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31856":3,"doc-seo-31856":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},31856,1099513958607,"Jiven","https://ap-avatar.wpscdn.com/avatar/100002390cf8733938c?x-image-process=image/resize,m_fixed,w_180,h_180&k=1778829742770036399",8,"Research & Report","An Interactive Interpretive Structural Modeling for Determining Criteria Relations","Multi-criteria decision making (MCDM) techniques rank alternatives using multiple criteria, yet many existing methods ignore how criteria influence one another. This paper addresses the need to establish and quantify different types of relations among decision criteria. An Interactive Interpretive Structural Modelling (I-ISM) approach is proposed to help decision makers construct consistent criteria-relation networks. The method enables interactive refinement of criterion relations to support more accurate overall evaluation.","cbCaikylsWMlB8js","https://ap.wps.com/l/cbCaikylsWMlB8js","pdf",143001,1,5,"English","en","# Introduction\n## Multi-criteria decision making and independence assumption\n## Types of criteria relations\n## Interpretive structural modeling (ISM) and limitation\n## Proposed Interactive Interpretive Structural Modeling (I-ISM)\n# Background Knowledge\n## Interpretive Structural Modeling procedure","[{\"question\":\"What problem does the paper address in existing MCDM methods?\",\"answer\":\"Existing MCDM approaches often treat criteria as independent and do not model relations among multiple criteria, which can limit the accuracy of ranking and decisions.\"},{\"question\":\"What are the three identified forms of criteria relations?\",\"answer\":\"The paper identifies independent, supportive, and conflicting criteria relations, describing how their utilities and coalitions affect system utility positively or negatively.\"},{\"question\":\"How does the proposed I-ISM approach help decision makers?\",\"answer\":\"I-ISM allows decision makers to construct different types of criteria relations interactively and refine the relation network until a consistent criteria-relation structure is established.\"}]",1780279630,13,{"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,"an-interactive-interpretive-structural-modeling-for-determining-criteria-relations","",{"@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/an-interactive-interpretive-structural-modeling-for-determining-criteria-relations/31856/",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","2026-06-01",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 problem does the paper address in existing MCDM methods?","Question",{"text":73,"@type":74},"Existing MCDM approaches often treat criteria as independent and do not model relations among multiple criteria, which can limit the accuracy of ranking and decisions.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"What are the three identified forms of criteria relations?",{"text":78,"@type":74},"The paper identifies independent, supportive, and conflicting criteria relations, describing how their utilities and coalitions affect system utility positively or negatively.",{"name":80,"@type":71,"acceptedAnswer":81},"How does the proposed I-ISM approach help decision makers?",{"text":82,"@type":74},"I-ISM allows decision makers to construct different types of criteria relations interactively and refine the relation network until a consistent criteria-relation structure is established.","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}]