IMPROVE WORD SENSE DISAMBIGUATION BY PROPOSING A PRUNING METHOD FOR OPTIMIZING CONCEPTUAL DENSITY’S CONTEXTS

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GOLKARI ALI; Sadegh Dashti Seyed Mohammad; JAFARI SHAHRAM; FAKHRAHMAD SEYED MOSTAFA; GOLKAR MOHAMMAD JAVAD

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP)
Year:2015 | Issue:1

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Title

IMPROVE WORD SENSE DISAMBIGUATION BY PROPOSING A PRUNING METHOD FOR OPTIMIZING CONCEPTUAL DENSITY’S CONTEXTS

Author(s)

Keywords

CONCEPTUAL DENSITY

CONTEXT

FITNESS FUNCTION

FITNESS DEGREE

OPTIMIZATION

Abstract

&NBSP;IN THIS PAPER, THE ROLE OF NOUNS IN REDUCING THE CONCEPTUAL DENSITY OF CONTEXTS HAS BEEN EXAMINED. A NEW METHOD IS PROPOSED TO IDENTIFY AND PRUNE NOUNS WITH NEGATIVE IMPACT ON CONCEPTUAL DENSITY OF CONTEXTS. IN THE PROPOSED METHOD, A FITNESS FUNCTION IS OFFERED; A FITNESS DEGREE IS ASSIGNED TO UNAMBIGUOUS NOUNS SENSE WITHIN THE CONTEXT. USING THE MEAN FITNESS DEGREE OF UNAMBIGUOUS NOUNS’ SENSE, A THRESHOLD IS PRODUCED FOR THAT CONTEXT. THIS THRESHOLD IS THEN USED AS A MEASURE TO PRUNE THE SENSE OF NOUNS WITH LOWER FITNESS DEGREE THAT REDUCES THE CONCEPTUAL DENSITY OF THE CONTEXT. FINALLY, BY IMPLEMENTING THIS METHOD ON THE CONTEXTS PRODUCED BY CONCEPTUAL DENSITY METHOD, ALL CONTEXTS WILL BE OPTIMIZED SIGNIFICANTLY; THIS SIGNIFICANTLY INCREASES THE ACCURACY OF DISAMBIGUATION. ...

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APA: Copy

GOLKARI, ALI, Sadegh Dashti, Seyed Mohammad, JAFARI, SHAHRAM, FAKHRAHMAD, SEYED MOSTAFA, & GOLKAR, MOHAMMAD JAVAD. (2015). IMPROVE WORD SENSE DISAMBIGUATION BY PROPOSING A PRUNING METHOD FOR OPTIMIZING CONCEPTUAL DENSITY’S CONTEXTS. INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). SID. https://sid.ir/paper/927437/en

Vancouver: Copy

GOLKARI ALI, Sadegh Dashti Seyed Mohammad, JAFARI SHAHRAM, FAKHRAHMAD SEYED MOSTAFA, GOLKAR MOHAMMAD JAVAD. IMPROVE WORD SENSE DISAMBIGUATION BY PROPOSING A PRUNING METHOD FOR OPTIMIZING CONCEPTUAL DENSITY’S CONTEXTS. 2015. Available from: https://sid.ir/paper/927437/en

IEEE: Copy

ALI GOLKARI, Seyed Mohammad Sadegh Dashti, SHAHRAM JAFARI, SEYED MOSTAFA FAKHRAHMAD, and MOHAMMAD JAVAD GOLKAR, “IMPROVE WORD SENSE DISAMBIGUATION BY PROPOSING A PRUNING METHOD FOR OPTIMIZING CONCEPTUAL DENSITY’S CONTEXTS,” presented at the INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). 2015, [Online]. Available: https://sid.ir/paper/927437/en

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