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The Computer Science Ontology: A Comprehensive Automatically-Generated Taxonomy of Research Areas

Angelo A. Salatino, Thiviyan Thanapalasingam, Andrea Mannocci, Aliaksandr Birukou, Francesco Osborne, Enrico Motta
2019 Data Intelligence  
In this paper, we introduce the Computer Science Ontology (CSO), a large-scale, automatically generated ontology of research areas, which includes about 14K topics and 162K semantic relationships.  ...  Ontologies of research areas are important tools for characterizing, exploring, and analyzing the research landscape.  ...  The Computer Science Ontology: A Comprehensive Automatically-Generated Taxonomy of Research Areas In the paper, we also introduced the CSO Classifier, a tool for automatically classifying research papers  ... 
doi:10.1162/dint_a_00055 fatcat:o6xh6hqyrjgchmjkvruu4s4hbi

Classifying Research Papers with the Computer Science Ontology

Angelo Antonio Salatino, Thiviyan Thanapalasingam, Andrea Mannocci, Francesco Osborne, Enrico Motta
2018 International Semantic Web Conference  
We recently released the Computer Science Ontology (CSO), a large-scale, automatically generated ontology of research areas, which includes about 26K topics and 226K semantic relationships.  ...  Ontologies of research areas are important tools for characterising, exploring and analysing the research landscape.  ...  The Computer Science Ontology The Computer Science Ontology (CSO) is a large-scale ontology of research areas that was automatically generated using the Klink-2 algorithm [4] on a dataset of 16 million  ... 
dblp:conf/semweb/SalatinoTMOM18a fatcat:uacfcl4ejvehldfpcyphg6iv2m

The Computer Science Ontology: A Large-Scale Taxonomy of Research Areas [chapter]

Angelo A. Salatino, Thiviyan Thanapalasingam, Andrea Mannocci, Francesco Osborne, Enrico Motta
2018 Lecture Notes in Computer Science  
In this paper, we introduce the Computer Science Ontology (CSO), a largescale, automatically generated ontology of research areas, which includes about 26K topics and 226K semantic relationships.  ...  Ontologies of research areas are important tools for characterising, exploring, and analysing the research landscape.  ...  Conclusions In this paper, we presented the Computer Science Ontology (CSO), a large-scale, automatically generated ontology of research areas, which provides a much more comprehensive and granular characterisation  ... 
doi:10.1007/978-3-030-00668-6_12 fatcat:c3arhzreivd57hi462ibpztktu

Unifying Business Concepts for SMEs with Prosecco Ontology

Grzegorz J. Nalepa, Mateusz Ślażyński, Krzysztof Kutt, Edyta Kucharska, Adam Łuszpaj
2015 Proceedings of the 2015 Federated Conference on Computer Science and Information Systems  
Building a taxonomy of business concepts shared by number of SMEs targeted in the project and then turning it into a formalized ontology integrating the software components is a major challenge.  ...  The original contribution of this research discussed in the paper is the design and implementation of the ontology, and the demonstration of its practical use in the system.  ...  It was a very important step to achieve an automatic execution of hybrid BPMN/rule models.  ... 
doi:10.15439/2015f323 dblp:conf/fedcsis/NalepaSKKL15 fatcat:s5xacyrtkvcm3o4q26pedjadvq

Applying Ontology to the web: A case study [chapter]

Jeff Heflin, James Hendler, Sean Luke
1999 Lecture Notes in Computer Science  
This paper describes the use of Simple HTML Ontology Extensions (SHOE) in a real world internet application.  ...  We have applied these techniques to the domain of Transmissible Spongiform Encephalopathies (TSEs), a class of diseases that include "Mad Cow Disease".  ...  Acknowledgments This work was supported by the Army Research Laboratory under contract number DAAL01-97-K0135.  ... 
doi:10.1007/bfb0100539 fatcat:3utzkvdh5bdwfbjkuee6smaqo4

Representing a Computer Science Research Organization on the ACM Computing Classification System

Boris G. Mirkin, Susana Nascimento, Luís Moniz Pereira
2008 International Conference on Conceptual Structures  
Specifically, we consider the problem of visualization of activities of a Computer Science Research organization on the ACM Computing Subjects Classification (ACMC), which is a three level taxonomy.  ...  ACM Computing Classification System Fits for Representing CS Research Activities ACM Computing Classification System (ACMC) is a conceptual three level classification of the Computer Science subject area  ...  Igor Guerreiro is acknowledge for the development of the e-survey tool illustrated in Figure 1 .  ... 
dblp:conf/iccs/MirkinNP08 fatcat:xf4nf3tpcnfjjdmls2tnwlgnju

Ontology Population and Enrichment: State of the Art [chapter]

Georgios Petasis, Vangelis Karkaletsis, Georgios Paliouras, Anastasia Krithara, Elias Zavitsanos
2011 Lecture Notes in Computer Science  
Ontology learning is the process of acquiring (constructing or integrating) an ontology (semi-) automatically.  ...  The purpose of this chapter is to present a survey of the most relevant methods, techniques and tools used for the task of ontology learning.  ...  From our perspective, ontology learning is a wide research area that includes work on ontology enrichment, inconsistency resolution and ontology population.  ... 
doi:10.1007/978-3-642-20795-2_6 fatcat:it6o6nsnnjhg5dzs3xglpjm6qy

Detecting Similarities in Ontologies with the SOQA-SimPack Toolkit [chapter]

Patrick Ziegler, Christoph Kiefer, Christoph Sturm, Klaus R. Dittrich, Abraham Bernstein
2006 Lecture Notes in Computer Science  
Ontologies are increasingly used to represent the intended real-world semantics of data and services in information systems.  ...  This paper presents the SOQA-SimPack Toolkit (SST), an ontology language independent Java API that enables generic similarity detection and visualization in ontologies.  ...  The question of similarity is an intensively researched subject in the computer science, artificial intelligence, psychology, and linguistics literature.  ... 
doi:10.1007/11687238_7 fatcat:ytypccieqrc4rly5rzse2sbbru

Gas Turbine Ontology for the Industrial Processes

F.Z. Laallam, M. Sellami
2007 Journal of Computer Science  
The activity of supervision and control of the industrial processes is a very complex spot and require a great experiment because of the dynamic characteristics of the process.  ...  It relates to ontological engineering and more particularly the use of ontologies in the knowledge-based systems.  ...  The protégé-2000 system automatically generates a window to acquire the instances of this class. This window can be personalized by the user [5] .  ... 
doi:10.3844/jcssp.2007.113.118 fatcat:bdbuv7mqkjbrti7jmkjypev27i

An Overview on the use of Ontologies in Software Engineering

Daniel Strmečki, Ivan Magdalenić, Dragutin Kermek
2016 Journal of Computer Science  
This paper provides a literature review, discussion and analysis of the existing solutions for implementing ontologies in SE.  ...  Based on the conducted review, guidelines for further research are given.  ...  The idea for making use of ontologies in SE emerged at the beginning of the 21st century and is currently still a very popular topic in the computer science research community.  ... 
doi:10.3844/jcssp.2016.597.610 fatcat:gxaotp2hzja2hfdkonn7d6qiwm

The SWRC Ontology – Semantic Web for Research Communities [chapter]

York Sure, Stephan Bloehdorn, Peter Haase, Jens Hartmann, Daniel Oberle
2005 Lecture Notes in Computer Science  
Representing knowledge about researchers and research communities is a prime use case for distributed, locally maintained, interlinked and highly structured information in the spirit of the Semantic Web  ...  We describe the design decisions that underlie the ontology and report on both experiences with and known usages of the SWRC Ontology.  ...  German Ministry for Education and Research (bmb+f) in the project SemiPort.  ... 
doi:10.1007/11595014_22 fatcat:nzrigefynnc2xcoiiqczxnwera

Annotated Domain Ontologies for the Visualization of Heterogeneous Manufacturing Data [chapter]

Rebekka Alm, Mario Aehnelt, Steffen Hadlak, Bodo Urban
2015 Lecture Notes in Computer Science  
Based on this ontology, contextually relevant data for a specific work task is selected and embedded into a meta-visualization providing an overview of the data based on the user's mental model.  ...  Manufacturing processes such as monitoring and controlling typically confront the user with a variety of heterogeneous data sources and systems.  ...  This research has been supported by the German Federal State of Mecklenburg-Western Pomerania and the European Social Fund under grant ESF/IV-BM-B35-0006/12.  ... 
doi:10.1007/978-3-319-20612-7_1 fatcat:e6m5g6wdu5ap7dmsa2bfxhqvhe

Classifications and the Law: Doctrinal Classifications vs. Computational Ontologies

Meritxell Fernandez-Barrera, Giovanni Sartor
2010 Social Science Research Network  
Further lines of research are suggested to better exploit the possible cross-fertilisation between legal doctrine and ontological research in the framework of knowledge representation for intelligent legal  ...  Some conclusions are drawn as to the possible mappings between doctrinal systems of concepts and computational ontologies.  ...  general legal concepts, being used in different areas of the law.  ... 
doi:10.2139/ssrn.1698686 fatcat:vxzsycjrdfclllaq6i3x2psqlm

Process-oriented approach to competency management using ontologies

Ilona Pawełoszek
2017 Proceedings of the 2017 Federated Conference on Computer Science and Information Systems  
The complex nature of competencies requires expressive forms of description regarding their multidimensional character therefore codification of competencies is the area predestinated to make use of ontologies  ...  With this aim in mind a proposal of practical implementation of ontology-enhanced business process model was presented and illustrated by the example of software development.  ...  ACKNOWLEDGMENT This work was conducted using the Protégé resource, which is supported by grant GM10331601 from the National Institute of General Medical Sciences of the United States National Institutes  ... 
doi:10.15439/2017f441 dblp:conf/fedcsis/Paweloszek17 fatcat:zabyxhv6pvgylg3pncfyrk34ua

Domain Modeling in the Context of Ontology

Iwona Dubielewicz, Bogumiła Hnatkowska, Zbigniew Huzar, Lech Tuzinkiewicz
2015 Foundations of Computing and Decision Sciences  
The aim of the paper is to outline a systematic approach of developing a CIM model (domain model, precisely) on the basis of a selected domain ontology.  ...  The domain knowledge represented by ontology should be widely used in the design process of information system.  ...  In the Ontology Definition Metamodel [10] the notion of ontology is explained as: Ontology defines the common terms and concepts (meaning) used to describe and represent an area of knowledge.  ... 
doi:10.1515/fcds-2015-0001 fatcat:knxmuov3jbhsljxosqvoda4l4q
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