Formal Concept Analysis Of Social Networks

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Formal Concept Analysis of Social Networks

Rokia Missaoui,Sergei O. Kuznetsov,Sergei Obiedkov
Formal Concept Analysis of Social Networks Book PDF

Author : Rokia Missaoui,Sergei O. Kuznetsov,Sergei Obiedkov
Publisher : Springer
Page : 195 pages
File Size : 40,9 Mb
Release : 2017-11-03
Category : Computers
ISBN : 9783319641676

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Formal Concept Analysis of Social Networks by Rokia Missaoui,Sergei O. Kuznetsov,Sergei Obiedkov Pdf

The book studies the existing and potential connections between Social Network Analysis (SNA) and Formal Concept Analysis (FCA) by showing how standard SNA techniques, usually based on graph theory, can be supplemented by FCA methods, which rely on lattice theory. The book presents contributions to the following areas: acquisition of terminological knowledge from social networks, knowledge communities, individuality computation, other types of FCA-based analysis of bipartite graphs (two-mode networks), multimodal clustering, community detection and description in one-mode and multi-mode networks, adaptation of the dual-projection approach to weighted bipartite graphs, extensions to the Kleinberg's HITS algorithm as well as attributed graph analysis.

Formal Concept Analysis

Sébastien Ferré
Formal Concept Analysis Book PDF

Author : Sébastien Ferré
Publisher : Springer Science & Business Media
Page : 350 pages
File Size : 46,7 Mb
Release : 2009-05-12
Category : Computers
ISBN : 9783642018145

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Formal Concept Analysis by Sébastien Ferré Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Formal Concept Analysis, ICFCA 2009, held in Darmstadt, Germany, in May 2009. The 15 revised full papers presented were carefully reviewed and selected from 29 submissions for inclusion in the book. The papers comprise state of the art research and present new results in Formal Concept Analysis and related fields. These results range from theoretical novelties to advances in FCA-related algorithmic issues, as well as application domains of FCA such as data visualization, information retrieval, machine learning, data analysis and knowledge management.

Complex Data Analytics with Formal Concept Analysis

Rokia Missaoui,Léonard Kwuida,Talel Abdessalem
Complex Data Analytics with Formal Concept Analysis Book PDF

Author : Rokia Missaoui,Léonard Kwuida,Talel Abdessalem
Publisher : Springer Nature
Page : 277 pages
File Size : 40,5 Mb
Release : 2022-06-29
Category : Computers
ISBN : 9783030932787

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Complex Data Analytics with Formal Concept Analysis by Rokia Missaoui,Léonard Kwuida,Talel Abdessalem Pdf

FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web. It is successfully exploited in an increasing number of application domains such as software engineering, information retrieval, social network analysis, and bioinformatics. Its mathematical power comes from its concept lattice formalization in which each element in the lattice captures a formal concept while the whole structure represents a conceptual hierarchy that offers browsing, clustering and association rule mining. Complex data analytics refers to advanced methods and tools for mining and analyzing data with complex structures such as XML/Json data, text and image data, multidimensional data, graphs, sequences and streaming data. It also covers visualization mechanisms used to highlight the discovered knowledge. This edited book examines a set of important and relevant research directions in complex data management, and updates the contribution of the FCA community in analyzing complex and large data such as knowledge graphs and interlinked contexts. For example, Formal Concept Analysis and some of its extensions are exploited, revisited and coupled with recent processing parallel and distributed paradigms to maximize the benefits in analyzing large data.

Algebraic Analysis of Social Networks

J. Antonio R. Ostoic
Algebraic Analysis of Social Networks Book PDF

Author : J. Antonio R. Ostoic
Publisher : John Wiley & Sons
Page : 416 pages
File Size : 52,6 Mb
Release : 2021-01-26
Category : Mathematics
ISBN : 9781119250326

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Algebraic Analysis of Social Networks by J. Antonio R. Ostoic Pdf

Presented in a comprehensive manner, this book provides a comprehensive foundation in algebraic approaches for the analysis of different types of social networks such as multiple, signed, and affiliation networks. The study of such configurations corresponds to the structural analysis within the social sciences, and the methods applied for the analysis are in the areas of abstract algebra, combinatorics, and graph theory. Current research in social networks has moved toward the examination of more realistic but also more complex social relations by which agents or actors are connected in multiple ways. Addressing this trend, this book offers hands-on training of the algebraic procedures presented along with the computer package multiplex, written by the book’s author specifically to perform analyses of multiple social networks. An introductory section on both complex networks and for R will feature, however the subjects themselves correspond to advanced courses on social network analysis with the specialization on algebraic models and methods.

Enterprise Information Systems

Slimane Hammoudi,Michał Śmiałek,Olivier Camp,Joaquim Filipe
Enterprise Information Systems Book PDF

Author : Slimane Hammoudi,Michał Śmiałek,Olivier Camp,Joaquim Filipe
Publisher : Springer
Page : 632 pages
File Size : 53,5 Mb
Release : 2018-06-15
Category : Computers
ISBN : 9783319933757

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Enterprise Information Systems by Slimane Hammoudi,Michał Śmiałek,Olivier Camp,Joaquim Filipe Pdf

This book constitutes extended and revised papers from the 19th International Conference on Enterprise Information Systems, ICEIS 2017, held in Porto, Portugal, in April 2017. The 28 papers presented in this volume were carefully reviewed and selected for inclusion in this book from a total of 318 submissions. They were organized in topical sections named: databases and information systems integration; artificial intelligence and decision support systems; information systems analysis and specification; software agents and internet computing; human-computer interaction; and enterprise architecture.

Formal Concept Analysis

Peggy Cellier,Felix Distel,Bernhard Ganter
Formal Concept Analysis Book PDF

Author : Peggy Cellier,Felix Distel,Bernhard Ganter
Publisher : Springer
Page : 267 pages
File Size : 45,6 Mb
Release : 2013-05-14
Category : Computers
ISBN : 9783642383175

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Formal Concept Analysis by Peggy Cellier,Felix Distel,Bernhard Ganter Pdf

This book constitutes the refereed proceedings of the 11th International Conference on Formal Concept Analysis, ICFCA 2013, held in Dresden, Germany, in May 2013. The 15 regular papers presented in this volume were carefully reviewed and selected from 46 submissions. The papers present current research from a thriving theoretical community and a rapidly expanding range of applications in information and knowledge processing including data visualization and analysis (mining), knowledge management, as well as Web semantics, and software engineering. In addition the book contains a reprint of the first publication in english describing the seminal stem-base construction by Guigues and Duquenne; and a position paper pointing out potential future applications of FCA.

Formal Concept Analysis

Léonard Kwuida,Baris Sertkaya
Formal Concept Analysis Book PDF

Author : Léonard Kwuida,Baris Sertkaya
Publisher : Springer
Page : 340 pages
File Size : 49,7 Mb
Release : 2010-04-07
Category : Mathematics
ISBN : 9783642119286

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Formal Concept Analysis by Léonard Kwuida,Baris Sertkaya Pdf

This volume contains selected papers presented at ICFCA 2010, the 8th Int- national Conference on Formal Concept Analysis. The ICFCA conference series aims to be the prime forum for dissemination of advances in applied lattice and order theory, and in particular advances in theory and applications of Formal Concept Analysis. Formal Concept Analysis (FCA) is a ?eld of applied mathematics with its mathematical root in order theory, in particular the theory of complete lattices. Researchershadlongbeenawareofthefactthatthese?eldshavemanypotential applications.FCAemergedinthe1980sfrome?ortstorestructurelattice theory to promote better communication between lattice theorists and potential users of lattice theory. The key theme was the mathematical formalization of c- cept and conceptual hierarchy. Since then, the ?eld has developed into a growing research area in its own right with a thriving theoretical community and an - creasingnumberofapplicationsindataandknowledgeprocessingincludingdata visualization, information retrieval, machine learning, sofware engineering, data analysis, data mining in Web 2.0, analysis of social networks, concept graphs, contextual logic and description logics. ICFCA 2010 took place during March 15–18, 2010 in Agadir, Morocco. We received 37 high-quality submissions out of which 17 were chosen as regular papers in these proceedings after a competitive selection process. Less mature works that were still considered valuable for discussion at the conference were collected in the supplementary proceedings. The papers in the present volume coveradvancesinvariousaspectsofFCArangingfromitstheoreticalfoundations to its applications in numerous other ?elds. In addition to the regular papers, thisvolumealsocontainsfourkeynotepapersarisingfromtheseveninvitedtalks given at the conference. We are also delighted to include a reprint of Bernhard Ganter’sseminalpaper on hiswell-knownalgorithmfor enumerating closedsets.

Formal Concept Analysis

Florent Domenach,Dmitry Ignatov,Jonas Poelmans
Formal Concept Analysis Book PDF

Author : Florent Domenach,Dmitry Ignatov,Jonas Poelmans
Publisher : Springer
Page : 309 pages
File Size : 52,9 Mb
Release : 2012-06-25
Category : Computers
ISBN : 9783642298929

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Formal Concept Analysis by Florent Domenach,Dmitry Ignatov,Jonas Poelmans Pdf

This book constitutes the refereed proceedings of the 10th International Conference on Formal Concept Analysis, ICFCA 2012, held in Leuven, Belgium in May 2012. The 20 revised full papers presented together with 6 invited talks were carefully reviewed and selected from 68 submissions. The topics covered in this volume range from recent advances in machine learning and data mining; mining terrorist networks and revealing criminals; concept-based process mining; to scalability issues in FCA and rough sets.

Social Networks: A Framework of Computational Intelligence

Witold Pedrycz,Shyi-Ming Chen
Social Networks A Framework of Computational Intelligence Book PDF

Author : Witold Pedrycz,Shyi-Ming Chen
Publisher : Springer
Page : 440 pages
File Size : 49,9 Mb
Release : 2013-12-09
Category : Technology & Engineering
ISBN : 9783319029931

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Social Networks: A Framework of Computational Intelligence by Witold Pedrycz,Shyi-Ming Chen Pdf

This volume provides the audience with an updated, in-depth and highly coherent material on the conceptually appealing and practically sound information technology of Computational Intelligence applied to the analysis, synthesis and evaluation of social networks. The volume involves studies devoted to key issues of social networks including community structure detection in networks, online social networks, knowledge growth and evaluation, and diversity of collaboration mechanisms. The book engages a wealth of methods of Computational Intelligence along with well-known techniques of linear programming, Formal Concept Analysis, machine learning, and agent modeling. Human-centricity is of paramount relevance and this facet manifests in many ways including personalized semantics, trust metric, and personal knowledge management; just to highlight a few of these aspects. The contributors to this volume report on various essential applications including cyber attacks detection, building enterprise social networks, business intelligence and forming collaboration schemes. Given the subject area, this book is aimed at a broad audience of researchers and practitioners. Owing to the nature of the material being covered and a way it is organized, the volume will appeal to the well-established communities including those active in various disciplines in which social networks, their analysis and optimization are of genuine relevance. Those involved in operations research, management, various branches of engineering, and economics will benefit from the exposure to the subject matter.

Complex Data Analytics with Formal Concept Analysis

Rokia Missaoui,Léonard Kwuida,Talel Abdessalem
Complex Data Analytics with Formal Concept Analysis Book PDF

Author : Rokia Missaoui,Léonard Kwuida,Talel Abdessalem
Publisher : Springer
Page : 0 pages
File Size : 40,6 Mb
Release : 2023-07-01
Category : Computers
ISBN : 303093280X

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Complex Data Analytics with Formal Concept Analysis by Rokia Missaoui,Léonard Kwuida,Talel Abdessalem Pdf

FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web. It is successfully exploited in an increasing number of application domains such as software engineering, information retrieval, social network analysis, and bioinformatics. Its mathematical power comes from its concept lattice formalization in which each element in the lattice captures a formal concept while the whole structure represents a conceptual hierarchy that offers browsing, clustering and association rule mining. Complex data analytics refers to advanced methods and tools for mining and analyzing data with complex structures such as XML/Json data, text and image data, multidimensional data, graphs, sequences and streaming data. It also covers visualization mechanisms used to highlight the discovered knowledge. This edited book examines a set of important and relevant research directions in complex data management, and updates the contribution of the FCA community in analyzing complex and large data such as knowledge graphs and interlinked contexts. For example, Formal Concept Analysis and some of its extensions are exploited, revisited and coupled with recent processing parallel and distributed paradigms to maximize the benefits in analyzing large data.

A Guided Tour of Artificial Intelligence Research

Pierre Marquis,Odile Papini,Henri Prade
A Guided Tour of Artificial Intelligence Research Book PDF

Author : Pierre Marquis,Odile Papini,Henri Prade
Publisher : Springer Nature
Page : 529 pages
File Size : 49,9 Mb
Release : 2020-05-08
Category : Computers
ISBN : 9783030061678

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A Guided Tour of Artificial Intelligence Research by Pierre Marquis,Odile Papini,Henri Prade Pdf

The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes: - the first volume brings together twenty-three chapters dealing with the foundations of knowledge representation and the formalization of reasoning and learning (Volume 1. Knowledge representation, reasoning and learning) - the second volume offers a view of AI, in fourteen chapters, from the side of the algorithms (Volume 2. AI Algorithms) - the third volume, composed of sixteen chapters, describes the main interfaces and applications of AI (Volume 3. Interfaces and applications of AI). This second volume presents the main families of algorithms developed or used in AI to learn, to infer, to decide. Generic approaches to problem solving are presented: ordered heuristic search, as well as metaheuristics are considered. Algorithms for processing logic-based representations of various types (first-order formulae, propositional formulae, logic programs, etc.) and graphical models of various types (standard constraint networks, valued ones, Bayes nets, Markov random fields, etc.) are presented. The volume also focuses on algorithms which have been developed to simulate specific ‘intelligent” processes such as planning, playing, learning, and extracting knowledge from data. Finally, an afterword draws a parallel between algorithmic problems in operation research and in AI.

Analysis of Images, Social Networks and Texts

Wil M. P. van der Aalst,Vladimir Batagelj,Dmitry I. Ignatov,Michael Khachay,Olessia Koltsova,Andrey Kutuzov,Sergei O. Kuznetsov,Irina A. Lomazova,Natalia Loukachevitch,Amedeo Napoli,Alexander Panchenko,Panos M. Pardalos,Marcello Pelillo,Andrey V. Savchenko,Elena Tutubalina
Analysis of Images Social Networks and Texts Book PDF

Author : Wil M. P. van der Aalst,Vladimir Batagelj,Dmitry I. Ignatov,Michael Khachay,Olessia Koltsova,Andrey Kutuzov,Sergei O. Kuznetsov,Irina A. Lomazova,Natalia Loukachevitch,Amedeo Napoli,Alexander Panchenko,Panos M. Pardalos,Marcello Pelillo,Andrey V. Savchenko,Elena Tutubalina
Publisher : Springer Nature
Page : 480 pages
File Size : 43,6 Mb
Release : 2021-04-08
Category : Computers
ISBN : 9783030726102

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Analysis of Images, Social Networks and Texts by Wil M. P. van der Aalst,Vladimir Batagelj,Dmitry I. Ignatov,Michael Khachay,Olessia Koltsova,Andrey Kutuzov,Sergei O. Kuznetsov,Irina A. Lomazova,Natalia Loukachevitch,Amedeo Napoli,Alexander Panchenko,Panos M. Pardalos,Marcello Pelillo,Andrey V. Savchenko,Elena Tutubalina Pdf

This book constitutes revised selected papers from the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held during October 15-16, 2020. The conference was planned to take place in Moscow, Russia, but changed to an online format due to the COVID-19 pandemic. The 27 full papers and 4 short papers presented in this volume were carefully reviewed and selected from a total of 108 qualified submissions. The papers are organized in topical sections as follows: invited papers; natural language processing; computer vision; social network analysis; data analysis and machine learning; theoretical machine learning and optimization; and process mining.

Advances in Computer Science and Ubiquitous Computing

James J. Park,Simon James Fong,Yi Pan,Yunsick Sung
Advances in Computer Science and Ubiquitous Computing Book PDF

Author : James J. Park,Simon James Fong,Yi Pan,Yunsick Sung
Publisher : Springer Nature
Page : 583 pages
File Size : 55,5 Mb
Release : 2021-01-04
Category : Technology & Engineering
ISBN : 9789811593437

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Advances in Computer Science and Ubiquitous Computing by James J. Park,Simon James Fong,Yi Pan,Yunsick Sung Pdf

This book presents the combined proceedings of the 11th International Conference on Computer Science and its Applications (CSA 2019) and the 14th KIPS International Conference on Ubiquitous Information Technologies and Applications (CUTE 2019), both held in Macau, China, December 18–20, 2019. The aim of these two meetings was to promote discussion and interaction among academics, researchers and professionals in the field of ubiquitous computing technologies. These proceedings reflect the state of the art in the development of computational methods, involving theory, algorithms, numerical simulation, error and uncertainty analysis and novel applications of new processing techniques in engineering, science and other disciplines related to ubiquitous computing.

Foundations of Intelligent Systems

Troels Andreasen,Henning Christiansen,Juan-Carlos Cubero,Zbigniew W. Ras
Foundations of Intelligent Systems Book PDF

Author : Troels Andreasen,Henning Christiansen,Juan-Carlos Cubero,Zbigniew W. Ras
Publisher : Springer
Page : 588 pages
File Size : 49,9 Mb
Release : 2014-06-03
Category : Computers
ISBN : 9783319083261

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Foundations of Intelligent Systems by Troels Andreasen,Henning Christiansen,Juan-Carlos Cubero,Zbigniew W. Ras Pdf

This book constitutes the refereed proceedings of the 21st International Symposium on Methodologies for Intelligent Systems, ISMIS 2014, held in Roskilde, Denmark, in June 2014. The 61 revised full papers were carefully reviewed and selected from 111 submissions. The papers are organized in topical sections on complex networks and data stream mining; data mining methods; intelligent systems applications; knowledge representation in databases and systems; textual data analysis and mining; special session: challenges in text mining and semantic information retrieval; special session: warehousing and OLAPing complex, spatial and spatio-temporal data; ISMIS posters.

Formal Concept Analysis

Jaume Baixeries,Christian Sacarea,Manuel Ojeda-Aciego
Formal Concept Analysis Book PDF

Author : Jaume Baixeries,Christian Sacarea,Manuel Ojeda-Aciego
Publisher : Springer
Page : 319 pages
File Size : 44,8 Mb
Release : 2015-05-26
Category : Computers
ISBN : 9783319195452

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Formal Concept Analysis by Jaume Baixeries,Christian Sacarea,Manuel Ojeda-Aciego Pdf

This book constitutes the refereed proceedings of the 13th International Conference on Formal Concept Analysis, ICFCA 2015, held in Neja, Spain, in June 2015. The 16 revised full papers presented were carefully reviewed and selected from 38 submissions. The topics in this volume cover theoretical aspects of FCA; methods and applications of FCA to different fields and enhanced FCA that show new trends in FCA, for instance, pattern structures of fuzzy FCA.