Information extraction from research papers by data integration and data validation from multiple header extraction sources

Lecture Notes in Engineering and Computer Science

Volumn 1, Issue , 2012, Pages 215-219

  Saleem, Ozair ^a   Latif, Seemab ^a  

^a NATIONAL UNIVERSITY OF SCIENCES AND TECHNOLOGY   (Pakistan)

Author keywords

Data pre processing; Header extraction; Information extraction

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA INTEGRATION; INFORMATION RETRIEVAL; LEARNING ALGORITHMS; LEARNING SYSTEMS;

AMOUNT OF INFORMATION; DATA MINING TASKS; DATA PREPROCESSING; DATA VALIDATION; HEADER EXTRACTION; OVERALL ACCURACIES; RESEARCH GROUPS; RESEARCH TRENDS;

DATA MINING;

EID: 85042634598     PISSN: 20780958     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Kevin Yao, Mario Lipinski, Bela Gipp and Jim Pitman. "Header Extraction: From Scientific Documents".
2. Fuchun Peng and Andrew McCallum. 2004. "Accurate Information Extraction: From Research Papers using Conditional Random Fields".
3. Hui Han, C. Lee Giles, Eren Manavoglu and Hongyuan Zha. 2003. "Automatic Document Metadata Extraction using Support Vector Machines".
4. K. Seymore, A. McCallum, and R. Rosenfeld. 1999. "Learning hidden Markov model structure: For information extraction".
5. Patrice Lopez, "GROBID: Combining Automatic Bibliographic Data Recognition and Term Extraction For Scholarship Publications".
6. Isaac G. Councill, C. Lee Giles and Min-Yen Kan, "ParsCit: An opensource CRF reference string parsing package".
7. Mendeley is a desktop and web program: For managing and sharing research papers, discovering research data and collaborating online. Available: http://www.mendeley.com/.
8. PDFSSA4MET attempts to provide metadata extraction and tagging based on structural and syntactic analysis of content in XML. Available: http://code.google.com/p/pdfssa4met/.
9. PDFMEAT is Metadata acquisition and embedding tool: For papers in PDF: Format. Available: http://code.google.com/p/pdfmeat/.
10. Zotero is a powerful, easy-to-use research tool that helps to gather, organize, and analyze sources and then share the results of research. Available: http://www.zotero.org/.
11. Paperpile is a tool to: Find, organize, cite and share scientific papers. Available: http://paperpile.com/.
12. A. McCallum and A. Kachites.2002. MALLET: "A Machine Learning: For Language Toolkit".