Fuzzy Answer Set Programming with Literal Preferences

Jeroen Janssen; Steven Schockaert; Dirk Vermeir; Martine De Cock

Fuzzy Answer Set Programming with Literal Preferences

Jeroen Janssen, Steven Schockaert, Dirk Vermeir, Martine De Cock

Logic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

1 Citation (Scopus)

Abstract

In the current approaches to fuzzy answer set programming
(FASP) one can state preferences amongst rules to denote
their relative importance. However, in many situations we need more
complex preferences such as those in the answer set optimization
framework proposed by Brewka for crisp answer set programming.
Unfortunately, these complex preferences do not readily fit into the
current FASP approaches. In this paper we propose a language to
state such preferences and show that programs with these preferences
can be translated into equivalent general fuzzy answer set programming
(gFASP) programs. This not only provides an implementation
method, but also shows that this extension can be added as syntactic
sugar on top of general fuzzy answer set programming solvers

Original language	English
Title of host publication	Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,
Editors	J. P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa
Pages	1347-1352
Number of pages	6
Publication status	Published - 20 Jul 2009
Event	Unknown - Duration: 20 Jul 2009 → …

Publication series

Name	Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,

Conference

Conference	Unknown
Period	20/07/09 → …

Bibliographical note

J. P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa

Keywords

Logic Programming, Fuzzy Logic, Answer Set Program

Access to Document

http://tinf2.vub.ac.be/%7Ejeroen/papers/eusflat2009/eusflat2009.pdf

Handle.net

Persistent link

FWOAL415: Fuzzy answer Set Programming for the Semantic Web.
Vermeir, D. & Van Nieuwenborgh, D.
1/01/07 → 31/12/10
Project: Fundamental

Cite this

Janssen, J., Schockaert, S., Vermeir, D., & De Cock, M. (2009). Fuzzy Answer Set Programming with Literal Preferences. In J. P. Carvalho, D. Dubois, U. Kaymak, & J. M. C. Sousa (Eds.), Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, (pp. 1347-1352). (Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,). http://tinf2.vub.ac.be/%7Ejeroen/papers/eusflat2009/eusflat2009.pdf

Janssen, Jeroen ; Schockaert, Steven ; Vermeir, Dirk et al. / Fuzzy Answer Set Programming with Literal Preferences. Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,. editor / J. P. Carvalho ; D. Dubois ; U. Kaymak ; J. M. C. Sousa. 2009. pp. 1347-1352 (Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,).

@inproceedings{b17de4d315d341e3b7a9378594278264,

title = "Fuzzy Answer Set Programming with Literal Preferences",

abstract = "In the current approaches to fuzzy answer set programming (FASP) one can state preferences amongst rules to denote their relative importance. However, in many situations we need more complex preferences such as those in the answer set optimization framework proposed by Brewka for crisp answer set programming. Unfortunately, these complex preferences do not readily fit into the current FASP approaches. In this paper we propose a language to state such preferences and show that programs with these preferences can be translated into equivalent general fuzzy answer set programming (gFASP) programs. This not only provides an implementation method, but also shows that this extension can be added as syntactic sugar on top of general fuzzy answer set programming solvers",

keywords = "Logic Programming, Fuzzy Logic, Answer Set Program",

author = "Jeroen Janssen and Steven Schockaert and Dirk Vermeir and {De Cock}, Martine",

note = "J. P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa; Unknown ; Conference date: 20-07-2009",

year = "2009",

month = jul,

day = "20",

language = "English",

isbn = "978-989-95079-6-8",

series = "Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,",

pages = "1347--1352",

editor = "Carvalho, {J. P.} and D. Dubois and U. Kaymak and Sousa, {J. M. C.}",

booktitle = "Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,",

}

Janssen, J, Schockaert, S, Vermeir, D & De Cock, M 2009, Fuzzy Answer Set Programming with Literal Preferences. in JP Carvalho, D Dubois, U Kaymak & JMC Sousa (eds), Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,. Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, pp. 1347-1352, Unknown, 20/07/09. <http://tinf2.vub.ac.be/%7Ejeroen/papers/eusflat2009/eusflat2009.pdf>

Fuzzy Answer Set Programming with Literal Preferences. / Janssen, Jeroen; Schockaert, Steven; Vermeir, Dirk et al.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,. ed. / J. P. Carvalho; D. Dubois; U. Kaymak; J. M. C. Sousa. 2009. p. 1347-1352 (Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper

TY - GEN

T1 - Fuzzy Answer Set Programming with Literal Preferences

AU - Janssen, Jeroen

AU - Schockaert, Steven

AU - Vermeir, Dirk

AU - De Cock, Martine

N1 - J. P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa

PY - 2009/7/20

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N2 - In the current approaches to fuzzy answer set programming (FASP) one can state preferences amongst rules to denote their relative importance. However, in many situations we need more complex preferences such as those in the answer set optimization framework proposed by Brewka for crisp answer set programming. Unfortunately, these complex preferences do not readily fit into the current FASP approaches. In this paper we propose a language to state such preferences and show that programs with these preferences can be translated into equivalent general fuzzy answer set programming (gFASP) programs. This not only provides an implementation method, but also shows that this extension can be added as syntactic sugar on top of general fuzzy answer set programming solvers

AB - In the current approaches to fuzzy answer set programming (FASP) one can state preferences amongst rules to denote their relative importance. However, in many situations we need more complex preferences such as those in the answer set optimization framework proposed by Brewka for crisp answer set programming. Unfortunately, these complex preferences do not readily fit into the current FASP approaches. In this paper we propose a language to state such preferences and show that programs with these preferences can be translated into equivalent general fuzzy answer set programming (gFASP) programs. This not only provides an implementation method, but also shows that this extension can be added as syntactic sugar on top of general fuzzy answer set programming solvers

KW - Logic Programming, Fuzzy Logic, Answer Set Program

M3 - Conference paper

SN - 978-989-95079-6-8

T3 - Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,

SP - 1347

EP - 1352

BT - Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,

A2 - Carvalho, J. P.

A2 - Dubois, D.

A2 - Kaymak, U.

A2 - Sousa, J. M. C.

T2 - Unknown

Y2 - 20 July 2009

ER -

Janssen J, Schockaert S, Vermeir D, De Cock M. Fuzzy Answer Set Programming with Literal Preferences. In Carvalho JP, Dubois D, Kaymak U, Sousa JMC, editors, Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,. 2009. p. 1347-1352. (Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference,).

Fuzzy Answer Set Programming with Literal Preferences

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Handle.net

Fingerprint

Projects

FWOAL415: Fuzzy answer Set Programming for the Semantic Web.

Cite this