Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation

Giovanni Sileno; Isabelle Bloch; Jamal Atif; Jean Louis Dessalles

doi:10.1007/978-3-319-67190-1_20

Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation

Giovanni Sileno
, Isabelle Bloch
, Jamal Atif
, Jean Louis Dessalles

Université Paris-Saclay
Université Paris Dauphine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

Within the general objective of conceiving a cognitive architecture for image interpretation able to generate outputs relevant to several target user profiles, the paper elaborates on a set of operations that should be provided by a cognitive space to guarantee the generation of relevant descriptions. First, it attempts to define a working definition of contrast operation. Then, revisiting well-known results in cognitive studies, it sketches a definition of similarity based on contrast, distinguished from the metric defined on the conceptual space.

Original language	English
Title of host publication	KI 2017
Subtitle of host publication	Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings
Editors	Johannes Furnkranz, Matthias Thimm, Gabriele Kern-Isberner
Publisher	Springer Verlag
Pages	262-275
Number of pages	14
ISBN (Print)	9783319671895
DOIs	https://doi.org/10.1007/978-3-319-67190-1_20
Publication status	Published - 1 Jan 2017
Externally published	Yes
Event	40th Annual German Conference on Artificial Intelligence, KI 2017 - Dortmund, Germany Duration: 25 Sept 2017 → 29 Sept 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10505 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	40th Annual German Conference on Artificial Intelligence, KI 2017
Country/Territory	Germany
City	Dortmund
Period	25/09/17 → 29/09/17

Keywords

Asymmetry
Conceptual spaces
Contrast
Description generation
Diagnosticity effect
Relevance
Similarity
Triangle inequality

Access to Document

10.1007/978-3-319-67190-1_20

Cite this

Sileno, G., Bloch, I., Atif, J., & Dessalles, J. L. (2017). Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. In J. Furnkranz, M. Thimm, & G. Kern-Isberner (Eds.), KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings (pp. 262-275). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10505 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-319-67190-1_20

Sileno, Giovanni ; Bloch, Isabelle ; Atif, Jamal et al. / Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings. editor / Johannes Furnkranz ; Matthias Thimm ; Gabriele Kern-Isberner. Springer Verlag, 2017. pp. 262-275 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{033f84ab75554c47b0d7668a2ad36916,

title = "Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation",

abstract = "Within the general objective of conceiving a cognitive architecture for image interpretation able to generate outputs relevant to several target user profiles, the paper elaborates on a set of operations that should be provided by a cognitive space to guarantee the generation of relevant descriptions. First, it attempts to define a working definition of contrast operation. Then, revisiting well-known results in cognitive studies, it sketches a definition of similarity based on contrast, distinguished from the metric defined on the conceptual space.",

keywords = "Asymmetry, Conceptual spaces, Contrast, Description generation, Diagnosticity effect, Relevance, Similarity, Triangle inequality",

author = "Giovanni Sileno and Isabelle Bloch and Jamal Atif and Dessalles, \{Jean Louis\}",

note = "Publisher Copyright: {\textcopyright} 2017, Springer International Publishing AG.; 40th Annual German Conference on Artificial Intelligence, KI 2017 ; Conference date: 25-09-2017 Through 29-09-2017",

year = "2017",

month = jan,

day = "1",

doi = "10.1007/978-3-319-67190-1\_20",

language = "English",

isbn = "9783319671895",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "262--275",

editor = "Johannes Furnkranz and Matthias Thimm and Gabriele Kern-Isberner",

booktitle = "KI 2017",

}

Sileno, G, Bloch, I, Atif, J & Dessalles, JL 2017, Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. in J Furnkranz, M Thimm & G Kern-Isberner (eds), KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10505 LNAI, Springer Verlag, pp. 262-275, 40th Annual German Conference on Artificial Intelligence, KI 2017, Dortmund, Germany, 25/09/17. https://doi.org/10.1007/978-3-319-67190-1_20

Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. / Sileno, Giovanni; Bloch, Isabelle; Atif, Jamal et al.
KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings. ed. / Johannes Furnkranz; Matthias Thimm; Gabriele Kern-Isberner. Springer Verlag, 2017. p. 262-275 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10505 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation

AU - Sileno, Giovanni

AU - Bloch, Isabelle

AU - Atif, Jamal

AU - Dessalles, Jean Louis

PY - 2017/1/1

Y1 - 2017/1/1

N2 - Within the general objective of conceiving a cognitive architecture for image interpretation able to generate outputs relevant to several target user profiles, the paper elaborates on a set of operations that should be provided by a cognitive space to guarantee the generation of relevant descriptions. First, it attempts to define a working definition of contrast operation. Then, revisiting well-known results in cognitive studies, it sketches a definition of similarity based on contrast, distinguished from the metric defined on the conceptual space.

AB - Within the general objective of conceiving a cognitive architecture for image interpretation able to generate outputs relevant to several target user profiles, the paper elaborates on a set of operations that should be provided by a cognitive space to guarantee the generation of relevant descriptions. First, it attempts to define a working definition of contrast operation. Then, revisiting well-known results in cognitive studies, it sketches a definition of similarity based on contrast, distinguished from the metric defined on the conceptual space.

KW - Asymmetry

KW - Conceptual spaces

KW - Contrast

KW - Description generation

KW - Diagnosticity effect

KW - Relevance

KW - Similarity

KW - Triangle inequality

UR - https://www.scopus.com/pages/publications/85030864714

U2 - 10.1007/978-3-319-67190-1_20

DO - 10.1007/978-3-319-67190-1_20

M3 - Conference contribution

AN - SCOPUS:85030864714

SN - 9783319671895

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 262

EP - 275

BT - KI 2017

A2 - Furnkranz, Johannes

A2 - Thimm, Matthias

A2 - Kern-Isberner, Gabriele

PB - Springer Verlag

T2 - 40th Annual German Conference on Artificial Intelligence, KI 2017

Y2 - 25 September 2017 through 29 September 2017

ER -

Sileno G, Bloch I, Atif J, Dessalles JL. Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. In Furnkranz J, Thimm M, Kern-Isberner G, editors, KI 2017: Advances in Artificial Intelligence - 40th Annual German Conference on AI, Proceedings. Springer Verlag. 2017. p. 262-275. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-67190-1_20

Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this