Canonical Computational Models Based on Formal Concept Analysis for Social Network Analysis and Representation

被引：4

作者：

Resende, Gustavo Jota ^{[1
]}

de Moraes, Nilander R. M. ^{[1
]}

Dias, Sergio M. ^{[2
]}

Zarate, Luis Enrique ^{[1
]}

Marques-Neto, Humberto T. ^{[1
]}

机构：

[1] Pontificia Univ Catolica Minas Gerais, Belo Horizonte, MG, Brazil

[2] Univ Fed Minas Gerais, Fed Serv Data Proc, Belo Horizonte, MG, Brazil

来源：

2015 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES (ICWS) | 2015年

关键词：

D O I：

10.1109/ICWS.2015.100

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Formal concept analysis is a mathematics research field introduced in the beginning of the 1980s by Rudolf Wille, that has been applied in several different knowledge areas, including Computer Science. FCA is a data analysis theory that identifies conceptual structures within data sets or formal contexts. In this work, we propose an FCA-based approach to build minimal implication rules-based computational models for social networks. As an application example, in this work we constructed canonical models using data extracted from user sessions in one of the most popular social networks in Brazil, Orkut. These models represent the patterns of access to Orkut, about a certain problem domain, and are composed by a minimal rule set.

引用

页码：717 / 720

页数：4

共 50 条

[1] FOLLOWEE RECOMMENDATION BASED FORMAL CONCEPT ANALYSIS IN SOCIAL NETWORK
Zhang, Wei
Du, Yajun
Song, Wen
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2015, 11 (04): : 1155 - 1164
[2] Community Detection in Social Network with Node Attributes based on Formal Concept Analysis
Khediri, Nourhene
Karoui, Wafa
2017 IEEE/ACS 14TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2017, : 1346 - 1353
[3] A friends recommendation algorithm based on formal concept analysis and random walk in social network
State Key Lab. of Software Eng., Wuhan Univ., Wuhan
430072, China
不详
430072, China
Sichuan Daxue Xuebao (Gongcheng Kexue Ban), 6 (131-138):
[4] Recommendation Solution for a Locate-Based Social Network via Formal Concept Analysis
Medina, Jesus
Pakhomova, Kristina
Ramirez-Poussa, Eloisa
TRENDS IN MATHEMATICS AND COMPUTATIONAL INTELLIGENCE, 2019, 796 : 131 - 138
[5] FORMAL CONCEPT ANALYSIS - KNOWLEDGE REPRESENTATION - TRANSLATIONS
Boroch, Robert
ROCZNIKI HUMANISTYCZNE, 2013, 61 (06): : 121 - 154
[6] Knowledge representation and processing with formal concept analysis
Kuznetsov, Sergei O.
Poelmans, Jonas
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2013, 3 (03) : 200 - 215
[7] Computational Models for Social Network Analysis: A Brief Survey
Tang, Jie
WWW'17 COMPANION: PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2017, : 921 - 925
[8] Representation and extension of rough set theory based on formal concept analysis
Qu, Kai-She
Zhai, Yan-Hui
Liang, Ji-Ye
Li, De-Yu
Ruan Jian Xue Bao/Journal of Software, 2007, 18 (09): : 2174 - 2182
[9] Formal Concept Analysis Based Clustering for Blog Network Visualization
Gao, Jing
Lai, Wei
ADVANCED DATA MINING AND APPLICATIONS, ADMA 2010, PT I, 2010, 6440 : 394 - 404
[10] A method of social network analysis using formal concept analysis and ego-centric networks
Hayashi, Hiroki
Itou, Tatsuki
Nishio, Noriaki
Mutoh, Atsuko
Inuzuka, Nobuhiro
1600, Japanese Society for Artificial Intelligence (29): : 177 - 181

← 1 2 3 4 5 →