ONTOLOGY ALIGNMENT USING INDUCTIVE LOGIC PROGRAMMING

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KARIMINIAAE HAMEDAANI H.R.; KAMANDI ALI

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2018 | Issue:4

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Title

ONTOLOGY ALIGNMENT USING INDUCTIVE LOGIC PROGRAMMING

Author(s)

KARIMINIAAE HAMEDAANI H.R. | KAMANDI ALI

Keywords

ONTOLOGY ALIGNMENT

ONTOLOGY MATCHING

ONTOLOGY MAPPING LEARNING

INDUCTIVE LOGIC PROGRAMMING

SEMANTIC WEB

Abstract

ONTOLOGIES ARE ONE OF THE IMPORTANT AND EFFECTIVE PARTS OF SEMANTIC WEB WHICH CONSTITUTE THE INFRASTRUCTURE AND BACKGROUND KNOWLEDGE OF THIS REALM OF WEB SCIENCE. FINDING VALID MAPPINGS AS MUCH AS POSSIBLE BETWEEN THE CONCEPTS OR ENTITIES OF ONTOLOGIES, ESPECIALLY FOR THE LARGE ONES, IS A PROMINENT TASK TO ALIGN THOSE CONCEPTS TOGETHER AND FINALLY MERGE AND INTEGRATE THEIR ONTOLOGIES TO MAKE A GENERAL AND GLOBAL ONTOLOGY THAT IS SMALLER AND MORE FLEXIBLE IN MANY APPLICATIONS OF SEMANTIC WEB. THIS PAPER DESCRIBES A NEW LEARNING-BASED ONTOLOGY MAPPING METHOD IN WHICH INDUCTIVE LOGIC PROGRAMMING (ILP) IS USED TO LEARN ONTOLOGY MAPPING USING INFORMATION GATHERED FROM INSTANCES OF EACH ENTITY IN ORDER TO MAKE SOME CORRECT AND VALID ALIGNMENTS BETWEEN CONCEPTS OF DIFFERENT ONTOLOGIES.

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APA: Copy

KARIMINIAAE HAMEDAANI, H.R., & KAMANDI, ALI. (2018). ONTOLOGY ALIGNMENT USING INDUCTIVE LOGIC PROGRAMMING. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/948816/en

Vancouver: Copy

KARIMINIAAE HAMEDAANI H.R., KAMANDI ALI. ONTOLOGY ALIGNMENT USING INDUCTIVE LOGIC PROGRAMMING. 2018. Available from: https://sid.ir/paper/948816/en

IEEE: Copy

H.R. KARIMINIAAE HAMEDAANI, and ALI KAMANDI, “ONTOLOGY ALIGNMENT USING INDUCTIVE LOGIC PROGRAMMING,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2018, [Online]. Available: https://sid.ir/paper/948816/en

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