AFTLP: A COMPARATIVE ANALYTICAL FRAMEWORK FOR TEMPORAL LINK PREDICTION

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Haghani Sogol; KEYVANPOUR MOHAMMADREZA

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Seminar Paper

Paper Information

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

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Title

AFTLP: A COMPARATIVE ANALYTICAL FRAMEWORK FOR TEMPORAL LINK PREDICTION

Author(s)

Haghani Sogol | KEYVANPOUR MOHAMMADREZA

Keywords

LINK PREDICTION

DYNAMIC NETWORK

GRAPH

BENEFITS

CHALLENGES

Abstract

LINK PREDICTION IS AN IMPORTANT TASK IN MANY APPLICATION DOMAINS. WIDESPREAD RESEARCHES HAVE BEEN DONE TO EXTRACT INFORMATION FROM NETWORK'S ENTITIES AND RELATIONS. TEMPORAL LINK PREDICTION IS A TASK OF PREDICTING UNSEEN LINKS THAT WILL BE FORMED IN THE FUTURE BASED ON DIFFERENT SNAPSHOTS OF THE NETWORK. THIS PAPER PROPOSES A FRAMEWORK IN WHICH THE CONCERNS AND CHALLENGES OF TEMPORAL LINK PREDICTION ARE DISCUSSED. ALL MAJOR AND RECENT METHODOLOGIES IN TEMPORAL LINK PREDICTION ARE CLASSIFIED. THIS PRESENTED CLASSIFICATION IS ANALYZED BASED ON THE DISCUSSED CHALLENGES. ACCORDINGLY, THIS FRAMEWORK PROVIDES AN APPROPRIATE PLATFORM FOR COMPARING AND ANALYZING DIFFERENT APPROACHES AND CHALLENGES, THAT WILL ENCOURAGE FUTURE RESEARCH IN DEVELOPING MORE POWERFUL METHODS.

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APA: Copy

Haghani, Sogol, & KEYVANPOUR, MOHAMMADREZA. (2018). AFTLP: A COMPARATIVE ANALYTICAL FRAMEWORK FOR TEMPORAL LINK PREDICTION. INTERNATIONAL CONFERENCE ON WEB RESEARCH. SID. https://sid.ir/paper/948797/en

Vancouver: Copy

Haghani Sogol, KEYVANPOUR MOHAMMADREZA. AFTLP: A COMPARATIVE ANALYTICAL FRAMEWORK FOR TEMPORAL LINK PREDICTION. 2018. Available from: https://sid.ir/paper/948797/en

IEEE: Copy

Sogol Haghani, and MOHAMMADREZA KEYVANPOUR, “AFTLP: A COMPARATIVE ANALYTICAL FRAMEWORK FOR TEMPORAL LINK PREDICTION,” presented at the INTERNATIONAL CONFERENCE ON WEB RESEARCH. 2018, [Online]. Available: https://sid.ir/paper/948797/en

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