WI&CRF: A NEW APPROACH TO EXTRACT THE REQUIRED INFORMATION FROM MILITARY DOCUMENTS

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

MOLAI NIMA; ABDOLAH ZADE AHMAD; SHIRAZI HOSSEIN

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

Journal Paper

Paper Information

Journal: SIGNAL AND DATA PROCESSING Year:2012 | Volume:- | Issue:1 (SERIAL 17) Page(s): 67-78

Download Full-Text

Persian Verion

View:

822

Download:

Cites:

Information Journal Paper

Title

WI&CRF: A NEW APPROACH TO EXTRACT THE REQUIRED INFORMATION FROM MILITARY DOCUMENTS

Author(s)

MOLAI NIMA | ABDOLAH ZADE AHMAD | SHIRAZI HOSSEIN | Issue Writer Certificate

Keywords

MILITARY DOCUMENTQ3

INFORMATION EXTRACTION (IE)Q2

CONDITIONAL RANDOM FIELD (CRF)Q3

WRAPPER INDUCTION (WI)Q3

Abstract

Military Information Extraction techniques are interested for military managers and commanders. But usual information extraction techniques cannot be used for that domain, because military corpus has special structure that differs from non-military corpus. In this paper the MILITARY DOCUMENTs structure is compared with non-MILITARY DOCUMENTs structure. Moreover a new classification is proposed for MILITARY DOCUMENTs. IE system effects are also surveyed for each class. Then a new composite approach is proposed according to the experimental results. The new approach is based on Wrapper Induction and CRF Model. Test bed is also prepared from battlefield reports to evaluate the proposed system. The improvement is shown based on tow metrics namely Recall and F-Measure. The usefulness of the proposed system is also demonstrates.

Cites

No record.

References

No record.

Cite

APA: Copy

MOLAI, NIMA, ABDOLAH ZADE, AHMAD, & SHIRAZI, HOSSEIN. (2012). WI&CRF: A NEW APPROACH TO EXTRACT THE REQUIRED INFORMATION FROM MILITARY DOCUMENTS. SIGNAL AND DATA PROCESSING, -(1 (SERIAL 17)), 67-78. SID. https://sid.ir/paper/160690/en

Vancouver: Copy

MOLAI NIMA, ABDOLAH ZADE AHMAD, SHIRAZI HOSSEIN. WI&CRF: A NEW APPROACH TO EXTRACT THE REQUIRED INFORMATION FROM MILITARY DOCUMENTS. SIGNAL AND DATA PROCESSING[Internet]. 2012;-(1 (SERIAL 17)):67-78. Available from: https://sid.ir/paper/160690/en

IEEE: Copy

NIMA MOLAI, AHMAD ABDOLAH ZADE, and HOSSEIN SHIRAZI, “WI&CRF: A NEW APPROACH TO EXTRACT THE REQUIRED INFORMATION FROM MILITARY DOCUMENTS,” SIGNAL AND DATA PROCESSING, vol. -, no. 1 (SERIAL 17), pp. 67–78, 2012, [Online]. Available: https://sid.ir/paper/160690/en

Related Journal Papers