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A new Retrieval Function for Ontology-Based Complex Case Descriptions
[article]
2017
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derive a new asymmetric ranking function for case retrieval. ...
We summarise the requirements for such domains in terms of case representation and retrieval functions. ...
a new CBR retrieval function, designed for ontololgy-based, structured case characterisations. ...
doi:10.26041/fhnw-57
fatcat:f5jpojojyzdw5pvnx2a63uw74i
SQL Query Construction from Ontology Concept Descriptions
2018
Information Technology and Management Science
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Based on the usage of previously proposed database concepts as mapping point to a database in a domain ontology, the present paper describes the process of constructing SQL queries from them. ...
The proposed database concepts allow for the mapping of domain concept to the source of data from a database. ...
Since the purpose of a domain ontology is to provide complex descriptions of these concepts, important functionality Information Technology and Management Science ______________________________________ ...
doi:10.7250/itms-2018-0013
fatcat:xulicwkjpfhe5olko6r6fqpnvy
Case Based Reasoning: Case Representation Methodologies
2015
International Journal of Advanced Computer Science and Applications
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By using a proposed set of qualitative metrics, the existing methods based on ontology for case representation are studied and evaluated in details. All these systems have limitations. ...
Case Based Reasoning (CBR) is an important technique in artificial intelligence, which has been applied to various kinds of problems in a wide range of domains. ...
We will study how the results of this paper can be extended for other new systems or new metrics. [11]: (a) RETRIEVE the most similar case(s). ...
doi:10.14569/ijacsa.2015.061126
fatcat:yhnymzvac5f6zplqliddkx5ikq
Enhancing predictive maintenance architecture process by using ontology-enabled Case-Based Reasoning
2021
2021 IEEE International Symposium on Systems Engineering (ISSE)
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A domain ontology has been developed as a terminology framework to support the case base, case structure and similarity measures for a casebased reasoning Decision Support System (DSS). ...
The retrieved solutions can be adapted to develop a new predictive maintenance architecture. ...
ACKNOWLEDGMENT The authors would like to thank the students Johanna Mazouzi from ISAE-ENSMA, Augusto Miyagawa and Hugo Muñoz-Hernández from ISAE-SUPAERO, for their collaboration in this research. ...
doi:10.1109/isse51541.2021.9582535
fatcat:rwb437avsnbk3jxkpyeyszsini
Semantic-Based Case Retrieval of Service Integration Models in Extensible Enterprise Systems Based on a Business Domain Ontology
[chapter]
2011
Lecture Notes in Business Information Processing
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In addition a case retrieval algorithm is proposed, that computes the similarity between two integration cases based on the semantic distance between concepts within the Business Domain Ontology. ...
A key challenge for the reuse of integration knowledge is to retrieve existing integration cases that have been developed in similar functional areas within the process space of standard enterprise systems ...
Here, a new problem is solved by retrieving a similar past case, and reusing it in the new situation [2] . ...
doi:10.1007/978-3-642-22056-2_45
fatcat:eo46dwolxnhezax4xd3uo6jvai
An Extensible Platform for Semantic Classification And Retrieval of Multimedia Resources
2006
Semantic Web Applications and Perspectives
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Moreover, the platform uses an ontology as a conceptual representation of a well-defined domain in order to semantically classify and retrieve anchors (and the related resources). ...
This paper introduces a possible solution to the problem of semantic indexing, searching and retrieving heterogeneous resources, from textual as in most of modern search engines, to multimedia. ...
In this case, the main task is the interpretation of a description basing on the conceptual domain provided as an ontology to the platform. ...
dblp:conf/swap/PellegrinoC06
fatcat:3xpgymxv45bfxkiybi3bj47rt4
Semantic-Driven Matchmaking of Web Services Using Case-Based Reasoning
2006
2006 IEEE International Conference on Web Services (ICWS'06)
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In this paper, we present a novel approach that utilizes the case based reasoning methodology for modelling dynamic Web service discovery and matchmaking. ...
The framework also utilises OWL semantic descriptions extensively for implementing both the components of the CBR engine and the matchmaking profile of the Web services. ...
Applied to CBR case descriptions for Web services, ontologies can be used to provide a generic, reasoner-independent description of their functional and non-functional parameters. ...
doi:10.1109/icws.2006.118
dblp:conf/icws/OsmanTA06
fatcat:zzmaeievzzdi3dz7uwxhzmc5sm
JColibri: An Object-Oriented Framework for Building CBR Systems
[chapter]
2004
Lecture Notes in Computer Science
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JColibri is a software artifact that promotes software reuse for building CBR systems, integrating the application of well proven Software Engineering techniques with a knowledge level description that ...
Framework instantiation is supported by a graphical interface that guides the configuration of a particular CBR system, alleviating the steep learning curve typical for these type of systems. ...
This framework is built around a task/method ontology that facilitates the understanding of an intrinsically sophisticated software artifact. ...
doi:10.1007/978-3-540-28631-8_4
fatcat:b7vdtq4jqrfnhhcjplxjc6x65q
A Case Study of Structure Processing to Generate a Case Base
[chapter]
2004
Lecture Notes in Computer Science
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In this paper we present a semiautomatic methodology for building an ontology-based organization of the Case Base and to populate it with cases extracted from structured documents. ...
Although Case-based Reasoning is supposed to alleviate the well known knowledge acquisition bottleneck for knowledge-based systems, case acquisition remains an expensive process. ...
The system shows the text of the slot solution in the retrieved case, that is a brief description of the general functionality related with companies. ...
doi:10.1007/978-3-540-28631-8_43
fatcat:sxop4pikurhfzn3ymnbykkrde4
The use of mediation and ontology technologies for software component information retrieval
2001
Software engineering notes
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Through mediators, domain ontology acts as a technique/formalism for specifying ontological commitments or agreements between component users and providers, enabling more accurate software component information ...
We present a component information integration data layer, based on mediators. ...
For each ontological domain term, it is necessary to register its name, its type (in this specific case a term that represents a functionality in the domain), its importance within the domain and the related ...
doi:10.1145/379377.375229
fatcat:hppggsdy4zf3jkpakblm747yem
The use of mediation and ontology technologies for software component information retrieval
2001
Proceedings of the 2001 symposium on Software reusability putting software reuse in context - SSR '01
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Through mediators, domain ontology acts as a technique/formalism for specifying ontological commitments or agreements between component users and providers, enabling more accurate software component information ...
We present a component information integration data layer, based on mediators. ...
For each ontological domain term, it is necessary to register its name, its type (in this specific case a term that represents a functionality in the domain), its importance within the domain and the related ...
doi:10.1145/375212.375229
dblp:conf/ssr/BragaMW01
fatcat:bmm2tycws5dj7nbiirmhy6kjge
Enabling Ontology Based Semantic Queries in Biomedical Database Systems
2012
Proceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management
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To fully realize semantic query capabilities based on ontologies, we develop a system DBOntoLink to provide unified semantic query interfaces by extending database query languages. ...
While current biomedical ontology repositories offer primitive query capabilities, it is difficult or cumbersome to support ontology based semantic queries directly in semantically annotated biomedical ...
The running time for each query is the average of 10 executions.For each query in table 1,
Table 1 1 User defined functions used in testingTest UDF Test Case DescriptiongetDescription Retrieve the description ...
pmid:23404054
pmcid:PMC3567445
fatcat:3zkcvoz4cjcztjpam5pro4okp4
Ontology-Based Framework for Semantic Text and Image Retrieval Using Chord-length Shape Feature
2016
International Journal of Multimedia and Ubiquitous Engineering
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This paper proposed an ontology framework to retrieve text and image based on a semantic search. ...
Furthermore, the ontology manger process inserts the new relevant object's features in ontology knowledge base. ...
The main motivation is to provide flexibility and a new dimension for searching. As the same way, the QE build the query by SPARQL language from the input image based on Ontology Knowledge base. ...
doi:10.14257/ijmue.2016.11.11.15
fatcat:cf3myluf5zcx7cyhiwjscxscee
A Declarative Similarity Framework for Knowledge Intensive CBR
[chapter]
2001
Lecture Notes in Computer Science
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Our approach is based on acquiring the domain knowledge by reusing knowledge from a library of ontologies and integrating it with CBROnto, a task based ontology comprising common CBR terminology. ...
We describe our CBROnto based similarity representation framework and explain how it is used to represent similarity measures and retrieval processes. ...
That allows complex retrieval processes and an interactive use of the CBR system where the user makes a possibly complex description of the case/s she needs and can judge the quality of the retrieved cases ...
doi:10.1007/3-540-44593-5_12
fatcat:teko4qr2ijcirpqrog77u27b4m
Case Retrieval in Ontology-Based CBR Systems
[chapter]
2009
Lecture Notes in Computer Science
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COBRA allows users to describe cases using any concept or instance of a domain ontology, which leads to a heterogeneous case base. ...
This paper présents our knowledge-intensive Case-Based Reasoning platform for diagnosis, COBRA. It intégrâtes domain knowledge along with cases in an ontological structure. ...
Sébastien Bouchet (INERIS) for his active participation to the development of the gas sensor ontology and the case base.
Références ...
doi:10.1007/978-3-642-04617-9_71
fatcat:npqore7xwva5lfipqnzkr5qbpm
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