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Social Networks: A Framework of Computational Intelligence - download pdf or read online

By William Y. C. Chen, Andreas Dress (auth.), Witold Pedrycz, Shyi-Ming Chen (eds.)

ISBN-10: 3319029924

ISBN-13: 9783319029924

ISBN-10: 3319029932

ISBN-13: 9783319029931

This quantity presents the viewers with an up to date, in-depth and hugely coherent fabric at the conceptually beautiful and essentially sound details expertise of Computational Intelligence utilized to the research, synthesis and assessment of social networks. the amount contains reviews dedicated to key problems with social networks together with neighborhood constitution detection in networks, on-line social networks, wisdom progress and review, and variety of collaboration mechanisms. The ebook engages a wealth of tools of Computational Intelligence besides recognized ideas of linear programming, Formal notion research, computing device studying, and agent modeling. Human-centricity is of paramount relevance and this aspect manifests in lots of methods together with custom-made semantics, belief metric, and private wisdom administration; simply to spotlight some of these elements. The participants to this quantity record on quite a few crucial functions together with cyber assaults detection, development firm social networks, company intelligence and forming collaboration schemes.

Given the topic region, this booklet is aimed toward a huge viewers of researchers and practitioners. as a result of the character of the fabric being coated and a fashion it really is prepared, the amount will attract the well-established groups together with these lively in numerous disciplines during which social networks, their research and optimization are of real relevance. these interested in operations study, administration, a number of branches of engineering, and economics will enjoy the publicity to the subject material.

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Read e-book online Social Networks: A Framework of Computational Intelligence PDF

This quantity offers the viewers with an up to date, in-depth and hugely coherent fabric at the conceptually beautiful and essentially sound details expertise of Computational Intelligence utilized to the research, synthesis and overview of social networks. the quantity consists of experiences dedicated to key problems with social networks together with neighborhood constitution detection in networks, on-line social networks, wisdom progress and overview, and variety of collaboration mechanisms.

Additional resources for Social Networks: A Framework of Computational Intelligence

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If the range of an R is (at most) the two-element set f0; 1g, Rða; bÞ ¼ 1 means that the attribute a is an attribute of the object b, and conversely Rða; bÞ ¼ 0 means that the a is not an attribute of the b. In this sense this approach is a generalization of the classical approach proposed by Ganter and Wille. Now define a mapping cl : PðBÞ ! PðBÞ as the composition of the mappings # and ": for every X  B set clð X Þ ¼# ð" ð X ÞÞ. e. that the following conditions are fulfilled: • X  clðXÞ. • If X1  X2 then clðX1 Þ  clðX2 Þ.

3 Example of semantic of user’s concept for metric universum Fig. 4 Example of semantic of user’s concept for non-metric universum according to belongings to user’s concept and define membership function as linear one. After the formulation of the linguistic description, and the association of the membership functions with this description, an information search in the data base can be effected. 2 The Information Retrieval Algorithm The information retrieval algorithm consists in calculating for each record in data base the degree of satisfaction to the formulated request: from 1 (total satisfaction) to 0 (total non-satisfaction).

Xi ; \ + Yi : i2I 2) A complete lattice hV; "i is isomorphic to CLðA; B; RÞ if and only if there are mappings a : A ! V and b : B ! V such that 1a. e. each element of V is the infimum of some its subset). S. Krajcˇi 46 1b. e. each element of V is the supremum of some its subset). 2. For each a 2 A and b 2 B, aðaÞ # bðbÞ if and only if Moreover, hV; "i is isomorphic to clðV; V; ha; bi 2 R: Þ. Note that input table can be transpose and then the roles of objects and attributes are interchanged. ) Because of mutual symmetry (or duality) of all definitions, it can be proved easily the concept lattice CLðB; A; RT Þ is dually isomorphic to original CLðA; B; RÞ.

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Social Networks: A Framework of Computational Intelligence by William Y. C. Chen, Andreas Dress (auth.), Witold Pedrycz, Shyi-Ming Chen (eds.)


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