Is 'Context-Aware Reasoning = Case-Based Reasoning'?

被引：6

作者：

Khan, Nawaz ^{[1
]}

Alegre, Unai ^{[1
]}

Kramer, Dean ^{[1
]}

Augusto, Juan Carlos ^{[1
]}

机构：

[1] Middlesex Univ, Dept Comp Sci, RG Dev Intelligent Environm, London, England

来源：

MODELING AND USING CONTEXT (CONTEXT 2017) | 2017年 / 10257卷

关键词：

SYSTEM;

D O I：

10.1007/978-3-319-57837-8_35

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The purpose of this paper is to explore the similarities and differences and then argue for the potential synergies between two methodologies, namely Context-aware Reasoning and Case-based Reasoning, that are amongst the tools which can be used for intelligent environment (IE) system development. Through a case study supported by a review of the literature, we argue that context awareness and case based reasoning are not equal and are complementary methodologies to solve a domain specific problem, rather, the IE development paradigm must build a cooperation between these two approaches to overcome the individual drawbacks and to maximise the success of the IE systems.

引用

页码：418 / 431

页数：14

共 50 条

[41] CASE-BASED REASONING - AN INTRODUCTION
KETLER, K
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 1993, 6 (01) : 3 - 8
[42] Distributed case-based reasoning
Plaza, Enric
Mcginty, Lorraine
[J]. KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 261 - 265
[43] Ceaseless case-based reasoning
Martin, RJ
Plaza, E
[J]. ADVANCES IN CASE-BASED REASONING, PROCEEDINGS, 2004, 3155 : 287 - 301
[44] Reformulation in case-based reasoning
Melis, E
Lieber, J
Napoli, A
[J]. ADVANCES IN CASE-BASED REASONING, 1998, 1488 : 172 - 183
[45] Case-based reasoning: an overview
deMantaras, RL
Plaza, E
[J]. AI COMMUNICATIONS, 1997, 10 (01) : 21 - 29
[46] A Context-Aware Middleware for Context Modeling and Reasoning: A Case-Study in Smart Cultural Spaces
Michalakis, Konstantinos
Christodoulou, Yannis
Caridakis, George
Voutos, Yorghos
Mylonas, Phivos
[J]. APPLIED SCIENCES-BASEL, 2021, 11 (13):
[47] Case-based reasoning in scheduling
MacCarthy, BL
Jou, P
[J]. ADVANCED MANUFACTURING PROCESSES, SYSTEMS, AND TECHNOLOGIES (AMPST 96), 1996, : 211 - 218
[48] AN INTRODUCTION TO CASE-BASED REASONING
KOLODNER, JL
[J]. ARTIFICIAL INTELLIGENCE REVIEW, 1992, 6 (01) : 3 - 34
[49] Case-based reasoning approaches
Bergmann, R
Breen, S
Göker, M
Manago, M
Wess, S
[J]. DEVELOPING INDUSTRIAL CASE-BASED REASONING APPLICATIONS, 1999, 1612 : 21 - 34
[50] Soft case-based reasoning
Cheetham, William
Shiu, Simon
Weber, Rosina O.
[J]. KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 267 - 269

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