LATENT SPACE MODEL FOR ANALYSIS OF CONVENTIONS

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Refaei Afshar Reza; ASADPOUR MASOUD

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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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Information Seminar Paper

Title

LATENT SPACE MODEL FOR ANALYSIS OF CONVENTIONS

Author(s)

Refaei Afshar Reza | ASADPOUR MASOUD | Issue Writer Certificate

Keywords

SOCIAL NETWORKS

TWITTER

CONVENTION

LATENT SPACE MODEL

MATRIX FACTORIZATION

Abstract

THIS PAPER PROPOSE A NEW APPROACH TO PREDICT SPREADING BEHAVIOR OF CONVENTIONS. CONVENTIONS IN OUR CASE ARE VERBAL I.E. PHRASES USED BY MANY PEOPLE FOR A NEW PURPOSE REGARDING A SOCIAL ISSUE. WE STUDY USAGE OF SOME CONVENTIONS IN TWITTER POPULARIZED AMONG PERSIAN SPEAKING USERS. WE SHOW THAT THE NUMBER OF TWEETS THAT CONTAIN A CONVENTION PHRASE IN A PERIOD HAS A BELL SHAPED CURVE. WE USE THE LATENT SPACE MODEL TO CALCULATE THE DISTANCE MATRIX FOR A CONVENTION IN ORDER TO UNDERSTAND ITS SPREADING BEHAVIOR. WE FIRST CALCULATE THE DISTANCE MATRICES OF THE CONVENTIONS AND UTILIZE THEM TO ESTIMATE THE DISTANCE MATRIX FOR NEW CONVENTIONS. ...

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APA: Copy

Refaei Afshar, Reza, & ASADPOUR, MASOUD. (2015). LATENT SPACE MODEL FOR ANALYSIS OF CONVENTIONS. INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). SID. https://sid.ir/paper/927454/en

Vancouver: Copy

Refaei Afshar Reza, ASADPOUR MASOUD. LATENT SPACE MODEL FOR ANALYSIS OF CONVENTIONS. 2015. Available from: https://sid.ir/paper/927454/en

IEEE: Copy

Reza Refaei Afshar, and MASOUD ASADPOUR, “LATENT SPACE MODEL FOR ANALYSIS OF CONVENTIONS,” presented at the INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP). 2015, [Online]. Available: https://sid.ir/paper/927454/en

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