{"product_id":"group-verbal-decision-analysis-theory-and-applications-9783031169403","title":"Group Verbal Decision Analysis: Theory and Applications","description":"\u003cp\u003e\u003c\/p\u003e\u003cblockquote\u003eThis book offers an innovative approach to solving individual and collective choice tasks using classification, ranking, and selection of multi-attribute objects. It incorporates object representation with multisets, considers judgments of all participants in group verbal decision analysis, and uses natural language to describe problems and objects. Verbal methods and technologies are more transparent, efficient, and less sensitive to measurement errors, making them suitable for researchers, managers, consultants, analysts, and developers. \u003c\/blockquote\u003e\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 246 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 15 March 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003eThis comprehensive book offers an innovative approach to solving complex tasks involving individual and collective choices, such as classification, ranking, and selection of multi-attribute objects. By employing object representation with multisets, it enables the simultaneous consideration of numerical and symbolic variables, enhancing the analysis of diverse decision-making scenarios. In the realm of group verbal decision analysis, the judgments of all participants are fully taken into account, without compromising between contradictory viewpoints. The text utilizes natural language to describe problems and objects, formalize the expertise of experts and decision-makers' preferences, and explain the outcomes.\u003cbr\u003e\u003cbr\u003eMoreover, verbal methods and technologies are characterized by greater transparency, reduced human effort, and limited sensitivity to measurement errors. The book provides practical examples of applying these new tools in real-world ill-structured high-dimensional choice tasks, making it an invaluable resource for researchers, managers, consultants, analysts, developers, teachers, and students specializing in applied mathematics, computer science, information processing, engineering, economics, and management.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 559g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031169403\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 1st ed. 2023\u003c\/p\u003e","brand":"Alexey B. Petrovsky","offers":[{"title":"Hardback","offer_id":44307637010682,"sku":"9783031169403","price":108.28,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/products\/noImage_1_52320660-989e-44dc-b4c6-020c2b03ad6e.jpg?v=1688110750","url":"https:\/\/shulphink.com\/products\/group-verbal-decision-analysis-theory-and-applications-9783031169403","provider":"Shulph Ink","version":"1.0","type":"link"}