Text Adaptation Using Formal Concept Analysis

被引:0
|
作者
Dufour-Lussier, Valmi [1 ]
Lieber, Jean [1 ]
Nauer, Emmanuel [1 ]
Toussaint, Yannick [1 ]
机构
[1] Nancy Univ, INRIA, CNRS, LORIA,UMR 7503, F-54506 Vandoeuvre Les Nancy, France
关键词
formal concept analysis; natural language processing; text mining; textual case-based reasoning;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses the issue of adapting cases represented by plain text with the help of formal concept analysis and natural language processing technologies. The actual cases represent recipes in which we classify ingredients according to culinary techniques applied to them. The complex nature of linguistic anaphoras in recipe texts make usual text mining techniques inefficient so a stronger approach, using syntactic and dynamic semantic analysis to build a formal representation of a recipe, had to be used. This representation is useful for various applications but, in this paper, we show how one can extract ingredient action relations from it in order to use formal concept analysis and select an appropriate replacement sequence of culinary actions to use in adapting the recipe text.
引用
收藏
页码:96 / 110
页数:15
相关论文
共 50 条
  • [31] Modeling Associative Memories Using Formal Concept Analysis
    Kumar, Cherukuri Aswani
    Ishwarya, M. S.
    Loo, Chu Kiong
    [J]. COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS, 2015, 331 : 109 - 118
  • [32] Classification based retrieval using Formal Concept Analysis
    Díaz-Agudo, B
    González-Calero, PA
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS, 2001, 2080 : 173 - 188
  • [33] Merging Expressive Ontologies Using Formal Concept Analysis
    Cure, Olivier
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2009 WORKSHOPS, 2009, 5872 : 49 - 58
  • [34] Analyzing an email collection using formal concept analysis
    Cole, R
    Eklund, P
    [J]. PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 309 - 315
  • [35] Characterizing Image Sets Using Formal Concept Analysis
    Emmanuel Zenou
    Manuel Samuelides
    [J]. EURASIP Journal on Advances in Signal Processing, 2005
  • [36] Mining aspectual views using formal concept analysis
    Tourwé, T
    Mens, K
    [J]. FOURTH IEEE INTERNATIONAL WORKSHOP ON SOURCE CODE ANALYSIS AND MANIPULATION, PROCEEDINGS, 2004, : 97 - 106
  • [37] Discovering Knowledge in Data Using Formal Concept Analysis
    Andrews, Simon
    Orphanides, Constantinos
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SYSTEMS AND TECHNOLOGIES, 2013, 4 (02) : 31 - 50
  • [38] Dynamic schema navigation using formal concept analysis
    Ducrou, J
    Wormuth, B
    Eklund, P
    [J]. DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2005, 3589 : 398 - 407
  • [39] Author Profile Identification Using Formal Concept Analysis
    Radvansky, Martin
    Horak, Zdenek
    Kudelka, Milos
    Snasel, Vaclav
    [J]. SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS, 2013, 188 : 485 - 494
  • [40] Analyzing phonetic confusions using formal concept analysis
    Pelaez-Moreno, C.
    Garcia-Moral, A. I.
    Valverde-Albacete, F. J.
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2010, 128 (03): : 1377 - 1390