A SURVEY ON SENTIMENT ANALYSIS OF SOCIAL MEDIA IN THE FIELD OF POLARITY

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Yousefi Moteghaed Maryam; Saboohi Hadi

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Seminar Paper

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Seminar: INTERNATIONAL CONFERENCE ON WEB RESEARCH
Year:2019 | Issue:5

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Title

A SURVEY ON SENTIMENT ANALYSIS OF SOCIAL MEDIA IN THE FIELD OF POLARITY

Author(s)

Yousefi Moteghaed Maryam | Saboohi Hadi

Keywords

NATURAL LANGUAGE PROCESSING

SENTIMENT ANALYSIS

SOCIAL NETWORKS

TEXT MINING

Abstract

SOCIAL NETWORKS ALLOW USERS TO EASILY EXPRESS THEIR OPINIONS AND GET INFORMED ABOUT THE OPINIONS OF OTHERS ON A SPECIFIC TOPIC. THE HIGH VOLUME AND THE LACK OF PROPER STRUCTURE FOR THE TEXT OF THE OPINIONS PRESENTED ON THE WEB SITE MADE IT DIFFICULT TO USE HIDDEN KNOWLEDGE WITHIN THEM. THEREFORE, IT IS IMPORTANT TO PROVIDE METHODS THAT CAN PROVIDE THIS KNOWLEDGE IN A SUMMARIZED AND STRUCTURED WAY. SENTIMENT ANALYSIS IS A FIELD OF NATURAL LANGUAGE PROCESSING RESEARCH AND A POWERFUL TOOL AND SMART PROCESS FOR EXTRACTING EMOTIONS OF USERS. IN THIS RESEARCH, WE COMPARE THE ARTICLES THAT USED THE METHODS OF MACHINE LEARNING AND A HYBRID METHOD, AS WELL AS THE LEVEL OF CLASSIFICATION OF SENTENCE AND DOCUMENT.

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APA: Copy

Yousefi Moteghaed, Maryam, & Saboohi, Hadi. (2019). A SURVEY ON SENTIMENT ANALYSIS OF SOCIAL MEDIA IN THE FIELD OF POLARITY. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/949123/en

Vancouver: Copy

Yousefi Moteghaed Maryam, Saboohi Hadi. A SURVEY ON SENTIMENT ANALYSIS OF SOCIAL MEDIA IN THE FIELD OF POLARITY. 2019. Available from: https://sid.ir/paper/949123/en

IEEE: Copy

Maryam Yousefi Moteghaed, and Hadi Saboohi, “A SURVEY ON SENTIMENT ANALYSIS OF SOCIAL MEDIA IN THE FIELD OF POLARITY,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2019, [Online]. Available: https://sid.ir/paper/949123/en

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