A Formal Concept Analysis Approach to Cooperative Conversational Recommendation

被引：6
|
作者：
Cordero, Pablo [1 ]
Enciso, Manuel [2 ]
Mora, Angel [1 ]
Ojeda-Aciego, Manuel [1 ]
Rossi, Carlos [2 ]
机构：
[1] Univ Malaga, Dept Matemat Aplicada, ETSI Informat, Blv Louis Pasteur 35, Malaga 29071, Spain
[2] Univ Malaga, Dept Lenguajes & Ciencias Comp, ETSI Informat, Blv Louis Pasteur 35, Malaga 29071, Spain
来源：
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | 2020年 / 13卷 / 01期
关键词：
Formal concept analysis; Simplification logic; Conversational recommender systems; Group recommender system; FEATURE-SELECTION; SYSTEMS; RETRIEVAL; CLOSURE;
D O I：
10.2991/ijcis.d.200806.001
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We focus on the development of a method to guide the choice of a set of users in an environment where the nunlber of features describing the items is high and user interaction becomes laborious. Using the framework of formal concept analysis, particularly the notion of implication between attributes, we pr pose a method strongly based on logic which allows to manage the users' preferences by following a conversational paradigm. Concerning complexity, to build the conversation and provide updated information based on the users' previous actions (choices) the method has polyilonUal delay. (C) 2020 The Authors. Published by Atlantis Press B.V.
引用
收藏
页码：1243 / 1252
页数：10
相关论文
共 50 条
  • [21] A Formal Concept Analysis Approach to Rough Data Tables
    Ganter, Bernhard
    Meschke, Christian
    TRANSACTIONS ON ROUGH SETS XIV, 2011, 6600 : 37 - 61
  • [22] Fuzzy Formal Concept Analysis Approach for Information Retrieval
    Kumar, Cherukuri Aswani
    Mouliswaran, Subramanian Chandra
    Amriteya, Pandey
    Arun, S. R.
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON FUZZY AND NEURO COMPUTING (FANCCO - 2015), 2015, 415 : 255 - 271
  • [23] A hybrid approach to three-way conversational recommendation
    Yuan-Yuan Xu
    Shen-Ming Gu
    Hua-Xiong Li
    Fan Min
    Soft Computing, 2022, 26 : 13885 - 13897
  • [24] A hybrid approach to three-way conversational recommendation
    Xu, Yuan-Yuan
    Gu, Shen-Ming
    Li, Hua-Xiong
    Min, Fan
    SOFT COMPUTING, 2022, 26 (24) : 13885 - 13897
  • [25] 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):
  • [26] 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
  • [27] Conversational recommendation: Theoretical model and complexity analysis
    Di Noia, Tommaso
    Donini, Francesco Maria
    Jannach, Dietmar
    Narducci, Fedelucio
    Pomo, Claudio
    INFORMATION SCIENCES, 2022, 614 : 325 - 347
  • [28] A cooperative approach for information recommendation and filtering
    Motta, CLR
    Borges, MRS
    SIXTH INTERNATIONAL WORKSHOP ON GROUPWARE : CRIWG 2000 - PROCEEDINGS, 2000, : 42 - 49
  • [29] Formal Concept Analysis for Concept Collecting and Their Analysis
    Jurkevicius, Darius
    Vasilecas, Olegas
    BALTIC JOURNAL OF MODERN COMPUTING, 2009, 751 : 22 - 39
  • [30] Similarity evaluation between graphs: A formal concept analysis approach
    Hao F.
    Sim D.-S.
    Park D.-S.
    Seo H.-S.
    Journal of Information Processing Systems, 2017, 13 (05): : 1158 - 1167
12345