Employment of Dictionary-based Approach in Opinion Word Elicitation: A Case Study in the Hoteling Domain

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Jamshidi Nejad sepideh; ahmadi Abkenari Fatemeh; BAYAT PEYMAN

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Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2020 | Issue:6

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Title

Employment of Dictionary-based Approach in Opinion Word Elicitation: A Case Study in the Hoteling Domain

Author(s)

Jamshidi Nejad sepideh | ahmadi Abkenari Fatemeh | BAYAT PEYMAN

Keywords

Sentimental dictionary

sentimental graph construction

Opinion minig

Sentiment minng

Abstract

Opinion mining and sentiment mining as a sub fields of data mining and machine learning nowadays are interesting research fields due to the increasing number of user roles and their attempts in declaring their opinions in various domains of social networks and e-commerce. These areas are closely related to artificial intelligence and especially natural language proceesing. For this reseaon, employing developed algorithm with high accuracy for other languages in another language especilaay Persian is very difficult and sometimes impossible. The number of conducted research on Persian language is a few ones and deploying the results of such algorithms on e-commerce domain is necessary and of high importance. There are some associated challenges for conduction such research such as the the lack of graph based dictionarires including the sentiment words, the graph based dictionaries including the dependency of words and the degree of their dependency and softwares for determining the sentence's part opf speech. Some of such tools are existed but either are incomplete or they are not limited to a special domain which make using them very challenging and time consuming. This paper describes our attempt to construct a graph based dictionary in Persian language including the opinion and sentiment words of different part of speech for hoteling and tourism domain that using them for researchers leards to higher accuracy and faster processing time in the related areas.

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APA: Copy

Jamshidi Nejad, sepideh, ahmadi Abkenari, Fatemeh, & BAYAT, PEYMAN. (2020). Employment of Dictionary-based Approach in Opinion Word Elicitation: A Case Study in the Hoteling Domain. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/949266/en

Vancouver: Copy

Jamshidi Nejad sepideh, ahmadi Abkenari Fatemeh, BAYAT PEYMAN. Employment of Dictionary-based Approach in Opinion Word Elicitation: A Case Study in the Hoteling Domain. 2020. Available from: https://sid.ir/paper/949266/en

IEEE: Copy

sepideh Jamshidi Nejad, Fatemeh ahmadi Abkenari, and PEYMAN BAYAT, “Employment of Dictionary-based Approach in Opinion Word Elicitation: A Case Study in the Hoteling Domain,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2020, [Online]. Available: https://sid.ir/paper/949266/en

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