Imtiaz Hossain Emu

Work place: Department of Information and Communication Technology, Mawlana Bhashani Science and Technology University, Tangail, Bangladesh

E-mail: imtiaz.emu.it@gmail.com

Website:

Research Interests: Computer systems and computational processes, Neural Networks, Network Architecture, Network Security, Data Mining, Data Structures and Algorithms

Biography

Imtiaz Hossain received the B.Sc. in Information and Communication Technology, Mawlana Bhashani Science and Technology University, Bangladesh, in the year 2013.

He is currently working as Software Engineer in Dohatec New Media an independent software vendor (ISV) and technology firm developing solutions for enterprise clients in North America, Asia and Europe. His research interests include Artificial Neural Network, Data Mining and Machine learning etc.

Author Articles
An Efficient Approach for Keyphrase Extraction from English Document

By Imtiaz Hossain Emu Asraf Uddin Ahmed Manowarul Islam Selim Al Mamun Ashraf Uddin

DOI: https://doi.org/10.5815/ijisa.2017.12.06, Pub. Date: 8 Dec. 2017

Keyphrases are set of words that reflect the main topic of interest of a document. It plays vital roles in document summarization, text mining, and retrieval of web contents. As it is closely related to a document, it reflects the contents of the document and acts as indices for a given document. Extracting the ideal keyphrases is important to understand the main contents of the document. In this work, we present a keyphrase extraction method that efficiently finds the keywords from English documents. The methods use some important features of the document such as TF, TF*IDF, GF, GF*IDF, TF*GF*IDF for the purpose. Finally, the performance of the proposal is evaluated using well-known document corpus.

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