Feasibility of Using the Position as Feature for Idea Identification from Text

Mostafa Alksher, Azreen Azman, Razali Yaakob, Abdul Kadir Rabiah, Abdulmajid Mohamed, Eissa Alshari

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Of research papers are meant to provide a brief condensed overview of respective research topics. This includes a glimpse of the new idea that the paper proposes. The aim of the research presented here is to investigate the feasibility of the effect of text position in the idea identification. The abstracts are structured in the form of introduction, body, and conclusion. It is hypothesized that research ideas tend to be phrased in conclusion section of paper abstracts. 25 abstracts of the scientific papers were used to automatically identify the position of ideas within abstract sections. The results support the notion that the conclusion of the abstracts significantly represents the ideas.

Original languageEnglish
Title of host publicationProceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management
Subtitle of host publicationDiving into Data Sciences, CAMP 2018
EditorsShyamala Doraisamy, Azreen Azman, Dayang Nurfatimah Awg Iskandar, Muthukkaruppan Annamalai, Stefan Ruger, Fakhrul Hazman Yusoff, Nurazzah Abd. Rahman, Alistair Moffat, Shahrul Azman Mohd Noah
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages164-169
Number of pages6
ISBN (Print)9781538638125
DOIs
Publication statusPublished - 13 Sep 2018
Event4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018 - Kota Kinabalu, Sabah, Malaysia
Duration: 26 Mar 201828 Mar 2018

Other

Other4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018
CountryMalaysia
CityKota Kinabalu, Sabah
Period26/3/1828/3/18

Keywords

  • Idea identification
  • Information retrieval
  • Text extraction
  • Text pattern
  • Text position

ASJC Scopus subject areas

  • Library and Information Sciences
  • Artificial Intelligence
  • Information Systems
  • Decision Sciences (miscellaneous)
  • Information Systems and Management

Cite this

Alksher, M., Azman, A., Yaakob, R., Rabiah, A. K., Mohamed, A., & Alshari, E. (2018). Feasibility of Using the Position as Feature for Idea Identification from Text. In S. Doraisamy, A. Azman, D. N. A. Iskandar, M. Annamalai, S. Ruger, F. H. Yusoff, N. Abd. Rahman, A. Moffat, ... S. A. M. Noah (Eds.), Proceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018 (pp. 164-169). [8464819] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INFRKM.2018.8464819

Feasibility of Using the Position as Feature for Idea Identification from Text. / Alksher, Mostafa; Azman, Azreen; Yaakob, Razali; Rabiah, Abdul Kadir; Mohamed, Abdulmajid; Alshari, Eissa.

Proceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018. ed. / Shyamala Doraisamy; Azreen Azman; Dayang Nurfatimah Awg Iskandar; Muthukkaruppan Annamalai; Stefan Ruger; Fakhrul Hazman Yusoff; Nurazzah Abd. Rahman; Alistair Moffat; Shahrul Azman Mohd Noah. Institute of Electrical and Electronics Engineers Inc., 2018. p. 164-169 8464819.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alksher, M, Azman, A, Yaakob, R, Rabiah, AK, Mohamed, A & Alshari, E 2018, Feasibility of Using the Position as Feature for Idea Identification from Text. in S Doraisamy, A Azman, DNA Iskandar, M Annamalai, S Ruger, FH Yusoff, N Abd. Rahman, A Moffat & SAM Noah (eds), Proceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018., 8464819, Institute of Electrical and Electronics Engineers Inc., pp. 164-169, 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018, Kota Kinabalu, Sabah, Malaysia, 26/3/18. https://doi.org/10.1109/INFRKM.2018.8464819
Alksher M, Azman A, Yaakob R, Rabiah AK, Mohamed A, Alshari E. Feasibility of Using the Position as Feature for Idea Identification from Text. In Doraisamy S, Azman A, Iskandar DNA, Annamalai M, Ruger S, Yusoff FH, Abd. Rahman N, Moffat A, Noah SAM, editors, Proceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 164-169. 8464819 https://doi.org/10.1109/INFRKM.2018.8464819
Alksher, Mostafa ; Azman, Azreen ; Yaakob, Razali ; Rabiah, Abdul Kadir ; Mohamed, Abdulmajid ; Alshari, Eissa. / Feasibility of Using the Position as Feature for Idea Identification from Text. Proceedings - 2018 4th International Conference on Information Retrieval and Knowledge Management: Diving into Data Sciences, CAMP 2018. editor / Shyamala Doraisamy ; Azreen Azman ; Dayang Nurfatimah Awg Iskandar ; Muthukkaruppan Annamalai ; Stefan Ruger ; Fakhrul Hazman Yusoff ; Nurazzah Abd. Rahman ; Alistair Moffat ; Shahrul Azman Mohd Noah. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 164-169
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