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Modeling with ontologies design patterns: credit scorecard as a case study

Jalil Elhassouni, Abderrahim El Qadi, Mehdi Bazzi, Mohamed El Haziti
2020 Indonesian Journal of Electrical Engineering and Computer Science  
Ontology design patterns is used here to enable the implementation of domain knowledge using the OWL rules and to improve the decision making process in credit monitoring.  ...  The purpose of credit scoring model is to reduce the possibility of potential losses with regard to issued loans.  ...  Thereby, it should be noted that, to our knowledge, there are two ways to model with ODPs -The first approach is called the eXtreme Design Methodology [8] and the second, which we follow here, is mostly  ... 
doi:10.11591/ijeecs.v17.i1.pp429-439 fatcat:epkjuqapcbcyhifx477pv76ro4

A Knowledge Management System For Assistive Robotics

Luigi Asprino, Aldo Gangemi, Andrea Giovanni Nuzzzolese, Valentina Presutti, Alessandro Russo
2017 Zenodo  
The demonstration is focused on two components of the knowledge management system of MARIO robots. These components are the MARIO Ontology Network (i.e.  ...  In this paper we demonstrate how to use an ontology network in order to fill the gap between knowledge and robots' abilities.  ...  "Managing active and healthy aging with use of caring service robots".  ... 
doi:10.5281/zenodo.1204424 fatcat:o5hnvulxbjdnjmhql7ovwmhrjq

A Pattern Driven Approach to Knowledge Representation in the Disaster Domain

Allan Mazimwe, Imed Hammouda, Anthony Gidudu, Bernard Barasa
2020 SN Computer Science  
Based on the eXtreme Design (XD) methodology and key informant interviews, competency questions (CQs) were elicited from domain stakeholders.  ...  The CQs are matched with existing patterns from other contexts.  ...  The pattern implementation is also annotated with the ontology design annotation schema.  ... 
doi:10.1007/s42979-020-00342-5 fatcat:jjitf2shvbbzrergysqaxacpni

MODL: A Modular Ontology Design Library [article]

Cogan Shimizu and Quinn Hirt and Pascal Hitzler
2019 arXiv   pre-print
However, developing such ontologies has a high upfront cost, e.g. reusing a pattern is predicated upon being aware of its existence in the first place.  ...  MODL is a curated collection of well-documented ontology design patterns, drawn from a wide variety of interdisciplinary use-cases.  ...  In the case of the Ontology Engineer, it is simply used as a resource while building an ontology, perhaps by using Modular Ontology Modelling or eXtreme Design methodologies.  ... 
arXiv:1904.05405v1 fatcat:stauk7nnzbfgvptfiw6a77zn3y

DC Proposal: Towards an ODP Quality Model [chapter]

Karl Hammar
2011 Lecture Notes in Computer Science  
The study of ontology design patterns (ODPs) is a fairly recent development.  ...  Such patterns simplify ontology development by codifying and reusing known best practices, thus lowering the barrier to entry of ontology engineering.  ...  a pattern typology [14] and the eXtreme Design collaborative ontology development methods, based on pattern use [3] .  ... 
doi:10.1007/978-3-642-25093-4_19 fatcat:coriv2m735cetdql6atneaijn4

Considerations regarding Ontology Design Patterns

Eva Blomqvist, Pascal Hitzler, Krzysztof Janowicz, Adila Krisnadhi, Tom Narock, Monika Solanki
2015 Semantic Web Journal  
Ontology engineering with ODPs was described in the eXtreme Design methodology [19] as well as ODOE [12] and has been systematically practiced at the U.S. GeoVoCamps since 2012 [8] .  ...  Promises of Ontology Design Patterns ODPs as an Ontology Engineering Tool Arguments for the benefits of ODPs focus mainly on the ontology engineering process and, indeed, using libraries of design patterns  ... 
doi:10.3233/sw-150202 fatcat:s4wbesfghbgxvgvne3qudyka2e

A Systematic Approach for Building Ontologies [chapter]

Ricardo de Almeida Falbo, Crediné Silva de Menezes, Ana Regina C. da Rocha
1998 Lecture Notes in Computer Science  
The main differences between versions 1.0 and 2.0 of SABiO are: (i) SABiO 2.0 extends the original development process to consider the design, implementation and test of operational ontologies; (ii) SABiO  ...  Moreover, we take the opportunity for incorporating to SABiO best practices commonly adopted in Software Engineering and Ontology Engineering.  ...  This research is funded by the Brazilian Research Funding Agency CNPq (Process Number 485368/2013-7).  ... 
doi:10.1007/3-540-49795-1_31 fatcat:evbyjvatvneldngwn6odc7lfeq

The Landscape of Ontology Reuse Approaches [article]

Valentina Anita Carriero, Marilena Daquino, Aldo Gangemi, Andrea Giovanni Nuzzolese, Silvio Peroni, Valentina Presutti, Francesca Tomasi
2020 arXiv   pre-print
Ontology reuse aims to foster interoperability and facilitate knowledge reuse. Several approaches are typically evaluated by ontology engineers when bootstrapping a new project.  ...  The objective is twofold: (i) to survey current approaches to ontology reuse, presenting motivations, strategies, benefits and limits, and (ii) to analyse two representative approaches and discuss their  ...  methodology, called eXtreme Design (XD) [6] .  ... 
arXiv:2011.12599v1 fatcat:bz2v22qyqzdlnf6ehzb2wlivqi

A Simplified Agile Methodology for Ontology Development [chapter]

Silvio Peroni
2017 Lecture Notes in Computer Science  
Simplified Agile Methodology for Ontology Development, a novel agile methodology for the development of ontologies by means of small steps of an iterative workflow that focuses on creating well-developed  ...  as one of the first users of such methodology, and Panos Alexopoulos as a co-author of the Vagueness Ontology that we used herein to introduce all the examples of the SAMOD development process.  ...  We would like to thank Jun Zhao for her precious comments and concerns about the initial drafts of SAMOD, David Shotton for our fruitful discussions when developing the SPAR Ontologies, Francesca Toni  ... 
doi:10.1007/978-3-319-54627-8_5 fatcat:yymkclgf5bac5dzcgsvzua5ksa

A Reuse-Based Lightweight Method for Developing Linked Data Ontologies and Vocabularies [chapter]

María Poveda-Villalón
2012 Lecture Notes in Computer Science  
products considering both classical ontological engineering principles and LD characteristics.  ...  Particular LD development characteristics such as agility and web-based architecture necessitate the revision, adaption, and lightening of existing methodologies for ontology development.  ...  This work has been supported by the Spanish project BabelData (TIN2010-17550).  ... 
doi:10.1007/978-3-642-30284-8_66 fatcat:b2y2kzlccrdxhdv7vqt4m3pyny

Supporting the Creation of Some Class of Well-founded OWL-DL Ontologies

J. Cybulka
2017 Computational Methods in Science and Technology  
Such ontologies contain a top part consisting of the most general concepts that are linked by carefully designed basic formal relations, which is why the ontologies are called well-founded.  ...  Every layer may contain ontological capsules, i.e. modules that are defined according to an expressive content pattern (formed on the basis of c.DnS), which makes the whole ontology well-founded.  ...  Acknowledgement The author wishes to thank Aleksandra Piotrowicz and Izabela Procek who are the developers and maintainers of the tool.  ... 
doi:10.12921/cmst.2016.0000064 fatcat:xe2pwz3mjvgc3jknte3l3pvxnq

Ontologies for Software Project Management: A Review

Panos Fitsilis, Vassilis Gerogiannis, Leonidas Anthopoulos
2014 Journal of Software Engineering and Applications  
Software Project Management is a knowledge intensive process that can benefit substantially from ontology development and ontology engineering.  ...  A large number of ontologies have been developed attempting to address various software engineering aspects, such as requirements engineering, components reuse, domain modelling, etc.  ...  In particular, the research work has been financed by the R & D project "ONSOCIAL" which take place in the context of the "ARCHIMEDES III" National Research Programme.  ... 
doi:10.4236/jsea.2014.713097 fatcat:kfs4lnnyivb7rdyjr3sbf572yy

Milestones in Software Engineering and Knowledge Engineering History: A Comparative Review

Isabel M. del Águila, José Palma, Samuel Túnez
2014 The Scientific World Journal  
We present a review of the historical evolution of software engineering, intertwining it with the history of knowledge engineering because "those who cannot remember the past are condemned to repeat it  ...  Two types of engineerings had parallel and divergent evolutions but following a similar pattern.  ...  Conflict of Interests The authors declare that there is no conflict of interests regarding the publication of this paper.  ... 
doi:10.1155/2014/692510 pmid:24624046 pmcid:PMC3927817 fatcat:msskuzjm3za37ove2g3rcobciq

Modular Graphical Ontology Engineering Evaluated [chapter]

Cogan Shimizu, Karl Hammar, Pascal Hitzler
2020 Lecture Notes in Computer Science  
Pattern-based modular ontology engineering, coupled with a graphical modeling paradigm, can help make ontology engineering accessible to modellers with limited ontology expertise.  ...  In this paper we present an evaluation of the CoModIDE tool, with a set of 21 subjects carrying out some typical modeling tasks.  ...  Cogan Shimizu and Pascal Hitzler acknowledge partial support from the following financial assistance award 70NANB19H094 from U.S.  ... 
doi:10.1007/978-3-030-49461-2_2 fatcat:rjyauh4osjcu3mvhqhf4d47rui

Ontologies: borrowing from software patterns

Vladan Devedzic
1999 Intelligence (New York, N.Y.)  
The heart of ontologies and the quintessence of software patterns Ontologies allow us to relate things by virtue of the relations between their constituents [Lenat, 1995] .  ...  Along with these abstraction hierarchies, an ontology represents the vocabulary of the problem domain, different kinds of relationships between its  ...  reuse, as well similar design methodologies.  ... 
doi:10.1145/318964.318968 fatcat:iptluqez6zedxmo7ehjgxa6wri
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