Knowledge-driven profile dynamics

被引：0

作者：

Ferme, Eduardo ^{[1
,2
]}

Garapa, Marco ^{[1
,3
]}

Reis, Mauricio D. L. ^{[1
,3
]}

Almeida, Yuri ^{[1
,2
]}

Paulino, Teresa ^{[1
,2
,4
]}

Rodrigues, Mariana ^{[1
]}

机构：

[1] Univ Madeira, Campus Univ Penteada, P-9020105 Funchal, Portugal

[2] NOVA Lab Comp Sci & Informat NOVA LINCS, Costa Da Caparica, Portugal

[3] Ctr Invest & Desenvolvimento Matemat & Aplicacoes, P-3810193 Aveiro, Portugal

[4] Agencia Reg Desenvolvimento Invest Tecnol & Inovac, Funchal, Portugal

来源：

ARTIFICIAL INTELLIGENCE | 2024年 / 331卷

关键词：

Profile dynamics; Personalized systems; Belief revision; KM-update; MOBILE RECOMMENDER SYSTEM; OF-THE-ART; USER PROFILE; REVISION; FEATURES; WEB;

D O I：

10.1016/j.artint.2024.104117

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In the last decades, user profiles have been used in several areas of information technology. In the literature, most research works, and systems focus on the creation of profiles (using Data Mining techniques based on user's navigation or interaction history). In general, the dynamics of profiles are made by means of a systematic recreation of the profiles, without using the previous profiles. In this paper we propose to formalize the creation, representation, and dynamics of profiles from a Knowledge-Driven perspective. We introduce and axiomatically characterize four operators for changing profiles using a belief change inspired approach.

引用

页数：30

共 50 条

[1] Virtual Factories with Knowledge-Driven Optimization as a New Research Profile
Ng, Amos H. C.
Bandaru, Sunith
SPS2020, 2020, 13 : 179 - 189
[2] The knowledge-driven strategy
不详
PROFESSIONAL ENGINEERING, 1999, 12 (17) : 46 - 47
[3] Knowledge-driven CAD
Comput Graphics World, 10 (47):
[4] The knowledge-driven agenda
不详
R&D MAGAZINE, 2000, 42 (09): : UK2 - UK2
[5] Towards knowledge-driven breeding
Chen, Qiuyue
Tian, Feng
NATURE PLANTS, 2021, 7 (03) : 242 - 243
[6] Towards Knowledge-Driven Annotation
Mrabet, Yassine
Gardent, Claire
Foulonneau, Muriel
Simperl, Elena
Ras, Eric
PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2015, : 2425 - 2431
[7] Towards knowledge-driven breeding
Qiuyue Chen
Feng Tian
Nature Plants, 2021, 7 : 242 - 243
[8] AN APPROACH TO KNOWLEDGE-DRIVEN SEGMENTATION
HYDE, J
FULLWOOD, JA
CORRALL, DR
IMAGE AND VISION COMPUTING, 1985, 3 (04) : 198 - 205
[9] Knowledge-Driven Active Learning
Ciravegna, Gabriele
Precioso, Frederic
Betti, Alessandro
Mottin, Kevin
Gori, Marco
MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: RESEARCH TRACK, ECML PKDD 2023, PT I, 2023, 14169 : 38 - 54
[10] Knowledge-driven lead discovery
Pirard, B
MINI-REVIEWS IN MEDICINAL CHEMISTRY, 2005, 5 (11) : 1045 - 1052

← 1 2 3 4 5 →