FINDING IMPORTANT CONCEPTS WITHIN ONTOLOGY

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KARGAR MOHAMMAD JAVAD; BABALOU SAMIRA; DAVARPANAH SEYYED HASHEM; Sarafraz Pazire; Algergawy Alsayed

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2015 | Issue:1

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Title

FINDING IMPORTANT CONCEPTS WITHIN ONTOLOGY

Author(s)

KARGAR MOHAMMAD JAVAD | BABALOU SAMIRA | DAVARPANAH SEYYED HASHEM | Sarafraz Pazire | Algergawy Alsayed

Keywords

ONTOLOGY

RANK

QUERY ANSWERING

NEURAL NETWORK

ONTOLOGY SUMMARIZATION

Abstract

THE INCREASING POPULARITY AND EXTENSION OF SEMANTIC WEB APPLICATIONS HAVE LED TO MYRIAD AMOUNTS OF RDF DATA AND ONTOLOGIES. THE LARGE-SCALE ONTOLOGY AND COMPLEX RDF DATASETS ARE ASSOCIATED BY SEVERAL SORTS OF COMPLEXITIES. IT IS SO DIFFICULT FOR USERS TO UNDERSTAND THESE DATA SETS EVEN IF USING VISUALIZATION TOOLS. IN ORDER TO PROMOTE THE PROCESS AND MAKE LARGE-SCALE ONTOLOGIES MORE UNDERSTANDABLE, RANKING ALGORITHMS HAVE BEEN USED. TO THIS END, IN THIS PAPER, WE INTRODUCE A NEURAL NETWORK-BASED RANKING APPROACH WHICH EXPLOITS CENTRALITY MEASURES, NUMBER OF CHILDREN, AND HIERARCHY LEVEL AMONG ONTOLOGY CONCEPTS. THE EVALUATION SHOWS HIGHER PERFORMANCE COMPARED TO EXISTING METHODS.

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APA: Copy

KARGAR, MOHAMMAD JAVAD, BABALOU, SAMIRA, DAVARPANAH, SEYYED HASHEM, Sarafraz, Pazire, & Algergawy, Alsayed. (2015). FINDING IMPORTANT CONCEPTS WITHIN ONTOLOGY. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/948796/en

Vancouver: Copy

KARGAR MOHAMMAD JAVAD, BABALOU SAMIRA, DAVARPANAH SEYYED HASHEM, Sarafraz Pazire, Algergawy Alsayed. FINDING IMPORTANT CONCEPTS WITHIN ONTOLOGY. 2015. Available from: https://sid.ir/paper/948796/en

IEEE: Copy

MOHAMMAD JAVAD KARGAR, SAMIRA BABALOU, SEYYED HASHEM DAVARPANAH, Pazire Sarafraz, and Alsayed Algergawy, “FINDING IMPORTANT CONCEPTS WITHIN ONTOLOGY,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2015, [Online]. Available: https://sid.ir/paper/948796/en

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