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Formal concept analysis in knowledge processing: A survey on applications

Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, Guido Dedene
2013 Expert systems with applications  
In this second part, we zoom in on and give an extensive overview of the papers published between 2003 and 2011 which applied FCA-based methods for knowledge discovery and ontology engineering in various  ...  We use the visualization capabilities of FCA to explore the literature, to discover and conceptually represent the main research topics in the FCA community.  ...  Acknowledgements We are grateful to Paul Elzinga for his help in composing the concept lattices.  ... 
doi:10.1016/j.eswa.2013.05.009 fatcat:axr4d7jylbbvzlh5sclfiqkxaa

Off to new shores: conceptual knowledge discovery and processing

Gerd Stumme
2003 International Journal of Human-Computer Studies  
In the last years, the maIn onentatlOn of Formal Concept Analysis (FCA) has turned from mathematics towards computer science.  ...  the merging of ontologies; the efficient computation of association rules and the structuring of the results; and the visualization and management of conceptual hierarchies and ontologies IncludIng ItS  ...  Acknowledgements I am grateful to Susanne Prediger for intensive discussions about the vision described in this article, and to my colleagues for pointing out specific relationships to Ontology Engineering  ... 
doi:10.1016/s1071-5819(03)00044-2 fatcat:hqqom5iwarg6zp7v5xeb42xpyq

Propagation of Policies in Rich Data Flows

Enrico Daga, Mathieu d'Aquin, Aldo Gangemi, Enrico Motta
2015 Proceedings of the Knowledge Capture Conference on ZZZ - K-CAP 2015  
ontology, (3) how this ontology can evolve in order to better represent the behaviour of policy propagation rules.  ...  After giving a definition of Policy Propagation Rule, we show (1) a methodology to abstract policy propagation rules based on an ontology, (2) how effective this methodology is when using the Datanode  ...  Policies and processes can be represented as ontologies within the Semantic Web framework.  ... 
doi:10.1145/2815833.2815839 dblp:conf/kcap/DagadGM15 fatcat:wydfhvmlpjdilmri66ccdwccji

A Methodology for Engineering OWL 2 Ontologies in Practise Considering their Semantic Normalisation and Completeness

L. Nemuraite, B. Paradauskas
2012 Elektronika ir Elektrotechnika  
The presented methodology allows developing ontologies with regards to quality criteria, applied in various ontology development methodologies, and is supplemented with rules for estimating a number of  ...  A Methodology for Engineering OWL 2 Ontologies in Practise Considering their Semantic Normalisation and Completeness // Electronics and Electrical Engineering. -Kaunas: Technologija, 2012.  ...  These questions may be answered using rules represented in Semantic Web Rule Language (SWRL), e.g.  ... 
doi:10.5755/j01.eee.120.4.1462 fatcat:lvqn67hmcnfxhhrcpa33yrzhwy

AUTOMATIC ONTOLOGY GENERATION OF BIM AND GIS DATA

A. U. Usmani, M. Jadidi, G. Sohn
2020 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
Data represented in the form of geospatial context and detailed building information are prominently nurturing infrastructure development and smart city applications.  ...  Integration using semantic web technology is more flexible and enables process-level integration without changing data format and structure.  ...  Thus, semantic web technique qualifies for achieving semantic interoperability by interlinking heterogeneous data sources, like BIM and GIS, and representing semantic information in a common RDF (Resource  ... 
doi:10.5194/isprs-archives-xliii-b4-2020-77-2020 fatcat:fo5os2hamvblzkaf22saz22qqi

Toward Semantic Mobile Web 2.0 through Multiagent Systems [chapter]

Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Fernando Gómez-Marín
2009 Lecture Notes in Computer Science  
In this paper, a solution for semantic annotation of Consumers Generated Content, based on the actions of a multiagent system, is presented.  ...  The multiagent system creates an agent for each event, which suggests and manages several semantic features linked to an Ontology related to events.  ...  Semantic Web and Mobile Web The convergence between Semantic Web and Mobile Web 2.0 depends on the specific management of ontologies.  ... 
doi:10.1007/978-3-642-01665-3_40 fatcat:wman7riuzjhp5gukhytpjegv3m

Automatic ontology generation for data mining using fca and clustering [article]

Amel Grissa Touzi, Hela Ben Massoud, Alaya Ayadi
2013 arXiv   pre-print
in this paper a new approach for automatic generation of Fuzzy Ontology of Data Mining (FODM), through the fusion of conceptual clustering, fuzzy logic, and FCA.  ...  Motivated by the increased need for formalized representations of the domain of Data Mining, the success of using Formal Concept Analysis (FCA) and Ontology in several Computer Science fields, we present  ...  In Semantic Web, ontology description language such as fuzzy-OWL2 can be used to annotate ontology.  ... 
arXiv:1311.1764v1 fatcat:yclww7hsyjbqpc2igew252gogi

Understanding RegTech for Digital Regulatory Compliance [chapter]

Tom Butler, Leona O'Brien
2018 Disrupting Finance  
Semantic standards, we argue, are the key to all this.  ...  compliance reporting using semantically enabled applications can be made possible by RegTech.  ...  SKOS is based on the W3C's Resource Description Framework (RDF), 2 and is one of the three foundational Semantic Web technologies, the other two being SPARQL and the Web Ontology Language (OWL). 3 SKOS  ... 
doi:10.1007/978-3-030-02330-0_6 fatcat:hexsuuzhnnbolbbtz6dpuc3m7y

Servicing Your Requirements: An FCA and RCA-driven Approach for Semantic Web Services Composition

Maha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammad Al-Sarem
2020 IEEE Access  
In this paper, we present a novel approach enhancing the composition of semantic Web services.  ...  Research and technical advancements in Web services composition have been considered as an effective opportunity to develop new service-based applications satisfying complex requirements rapidly and efficiently  ...  Also, an ontology-based semantic layer is added at the UDDI registry used for Web services discovery and selection with filtration based on the user's QoS requirements.  ... 
doi:10.1109/access.2020.2982592 fatcat:dlvcqjfstbdxhj6crfkwgdw2ku

Metadata-Based Matching Framework for Ontologies

Malgorzata Mochól
2006 International Conference on Advanced Information Systems Engineering  
Current algorithms cannot be used optimally in (semi)automatic ontology matching tasks as envisioned by the Semantic Web community, mainly because of the inherent dependency between algorithms and ontology  ...  It uses additional data concerning different matchers to set the rules for the methods and their characteristics in relation with the ontologies to exploit the advantages of these approaches.  ...  For the purpose of the first implementation, the matching rules are defined in SWRL [9] , a rule language for the Semantic Web, which allows us to formalize them in terms of the concepts defined in the  ... 
dblp:conf/caise/Mochol06 fatcat:7j4x5ywxijgj5k6hakoyvj36my

Reasoning with data flows and policy propagation rules

Enrico Daga, Aldo Gangemi, Enrico Motta, Mathieu d'Aquin, Sabrina Kirrane, Serena Villata, Mathieu d'Aquin, Sabrina Kirrane, Serena Villata
2018 Semantic Web Journal  
Both policies and data flows can be described with Semantic Web languages.  ...  In a recent paper, we introduced strategies for reducing the size of a PPR knowledge base by using an ontology of the possible relations between data objects, the Datanode ontology, and applying the (A  ...  Although ODRL is also available as an ontology, it only defines the semantics of policies in terms of natural language descriptions.  ... 
doi:10.3233/sw-170266 fatcat:im5dhcgl3rd27i44gj6vb6dyye

OUP accepted manuscript

2018 Database: The Journal of Biological Databases and Curation  
Ontologies have gained a lot of popularity and recognition in the semantic web because of their extensive use in Internet-based applications.  ...  Ontologies are often considered a fine source of semantics and interoperability in all artificially smart systems.  ...  Red color is used to represent ontology learning techniques that fall into linguistic based class.  ... 
doi:10.1093/database/bay101 fatcat:krqzvilqpndufj36fj4wsin32i

Product family design knowledge representation, aggregation, reuse, and analysis

JYOTIRMAYA NANDA, HENRI J. THEVENOT, TIMOTHY W. SIMPSON, ROBERT B. STONE, MATT BOHM, STEVEN B. SHOOTER
2007 Artificial intelligence for engineering design, analysis and manufacturing  
using formal concept analysis~FCA!; encode the NBOM as a cyclic, labeled graph using the Web Ontology Language~OWL!  ...  in a product family based on both linguistic and parametric information.  ...  Any opinions, findings, and conclusions or recommendations presented in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation.  ... 
doi:10.1017/s0890060407070217 fatcat:qvgoakjhlzhc3plcltzkihacey

Ontology mapping: the state of the art

YANNIS KALFOGLOU, MARCO SCHORLEMMER
2003 Knowledge engineering review (Print)  
A single ontology is no longer enough to support the tasks envisaged by a distributed environment like the Semantic Web. Multiple ontologies need to be accessed from several applications.  ...  Mapping could provide a common layer from which several ontologies could be accessed and hence could exchange information in semantically sound manners.  ...  The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing official policies or endorsements, either expressed or implied, of the EPSRC  ... 
doi:10.1017/s0269888903000651 fatcat:i2ndlywturbprdkslf5lahpzpq

Sentiment Analysis: An Enhancement of Ontological-Based Using Hybrid Machine Learning Techniques

Muhammad Iqbal Abu Latiffi, Mohd Ridzwan Yaakub
2018 Asia-Pacific Journal of Information Technology and Multimedia  
In this paper, we explore the techniques and tools used to enhance the ontology-based approach.  ...  Combination of ontology-based on Formal Concept Analysis (FCA) which a process of obtaining a formal ontology or a concept hierarchy from a group of objects with their properties and K-Nearest Neighbor  ...  FCA design is developed based on the OWL (Web Ontology Language) and implementation of domain ontology used protégé 2000. KNN then will extract features that can be part of the domain.  ... 
doi:10.17576/apjitm-2018-0702-05 fatcat:cnf5pnqb7jgjlnbdz27nga52vu
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