Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Gesture Controlled Wireless Device for Disabled Read chapter Read first chapter

2016 | OriginalPaper | Chapter

Information Extraction from Research Papers Based on Statistical Methods

Authors : Selvani Deepthi Kavila, D. Fathima Rani

Published in: Proceedings of the Second International Conference on Computer and Communication Technologies

Publisher: Springer India

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the research field we require more time to read a single research paper; it also consumes more time to find the algorithms and limitations of the paper. So we require a fast reading system to identify this problem. This paper identifies the algorithms or techniques, or methods, and limitations of a research paper, and also classifies the area of the algorithm. Key phrases are sets of words that elucidate the relationship between context and content in the document. Key phrases are identified from the document and algorithms or techniques, or methods of that paper are extracted. Keywords are a subset of words that contain important information and the area is classified. Cue words are those that contain meaningful information used to identify the limitations of the paper.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Vehicular Ad Hoc Networks: Trimming Pile-Ups in Data dissemination Using HTPVANET Algorithm
next chapter Artificial Neural Network Classifier for Intrusion Detection System in Computer Network
Literature
1.
Pacheri Bari, J.: Introduction of text mining and analysis of text mining techniques. Indian J. Res. 2(2) (2013). Singhania University
2.
Gupta, V., Lehal, G.S.: A survey of text mining techniques and applications. J. Emerg. Technol. Web Intell. 1(1), 60–76 (2009)
3.
Sai Hari Priyanka, J.S.V., Sharmila Rani, J., Deepthi, K.S., Kranthi, T.: Information tracking from research papers using classification techniques. In: Satapathy, S.C. et al. (ed.) Emerging ICT for Bridging the Future, vol. 1, 153 Advances in Intelligent Systems and Computing 33. Springer, Switzerland (2015)
4.
Wan, X., Xiao, J.: Single document keyphrase extraction using neighborhood knowledge. In: Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (2008)
5.
Mooney, R.J., Nahm, U.Y.: Text mining with information extraction. In: Daelemans, W., du Plessis, T., Snyman, C., Teck, L. (eds.) Electronic Language Management: Proceedings of the 4th International MIDP Colloquium, September 2003, pp. 141–160. Bloemfontein, South Africa, Van Schaik Pub., South Africa (2005)
6.
Zhang, C., Wang, H., Liu, Y., Wu, D., Liao, Y., Wang, B.: Automatic keyword extraction from documents using conditional random fields. J. Comput. Inf. Syst. 4(3), 1169–1180 (2008)
7.
Menaka, S., Radha, N.: Text classification using keyword extraction technique. Int. J. Adv. Res. Comput. Sci. Eng. 3(12) 2013
8.
Joshi, A., Kaur, R.: Keyphrase Extraction in scientific articles: a supervised approach. Piaki Bhaskar Kishorjit Nongmeikapam Sivaji Bandyopadhyay 3(3) 2013
9.
Turney, P.: Learning to extract key phrases from text. National Research Council of Canada. Kim, S.N., Kan. M.Y. Technical report (2009)
10.
11.
Amini, M.-R., Usunier, N.: A Review: Comparative Study of Various Clustering Techniques in Data Mining. SIGIR’09, July 19.23, 2009, Boston, Massachusetts, USA ACM 978-1-60558-483-6/09/07
12.
Sarkar, K., Nasipuri, M., Ghose, S.: A new approach to keyphrase extraction using neural networks. Int. J. Comput. Sci. Issues 7(2), (2010)
13.
Jadhav Bhushan, G., Warke Pushkar, U., Kuchekar Shivaji, P., Kadam Nikhil, V.: Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization. Int. J. Emerg. Technol. Adv. Eng. www.​ijetae.​com (ISSN 2250-2459, ISO 9001:2008), 4(4) (2014)
14.
Jadhav Bhushan, G., Warke Pushkar, U., Kuchekar Shivaji, P., Kadam Nikhil, V.: Searching research papers using clustering and textmining. Int. J. Emerg. Technol. Adv. Eng. 4(4) (2014) www.​ijetae.​com (ISSN 2250-2459, ISO 9001:2008)
Metadata
Title
Information Extraction from Research Papers Based on Statistical Methods
Authors
Selvani Deepthi Kavila
D. Fathima Rani
Copyright Year
2016
Publisher
Springer India
Book
Proceedings of the Second International Conference on Computer and Communication Technologies

Print ISBN: 978-81-322-2525-6

Electronic ISBN: 978-81-322-2526-3

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-81-322-2526-3_59