Dissertation > Excellent graduate degree dissertation topics show

The Research and the Applications of Automatic Summarization Technology

Author: ChaiXiaoLi
Tutor: CuiGuangCai
School: Changchun University of Science and Technology
Course: Computer Software and Theory
Keywords: Automatic Summarization Text Concept vector space model Natural Language Processing
CLC: TP391.1
Type: Master's thesis
Year: 2007
Downloads: 228
Quote: 4
Read: Download Dissertation

Abstract


With the social progress and the development of Internet technology , the sharp increase in amount of network information frequently faced with the explosion of information in today's society . When the flock to the people a lot of information like a tidal wave , the traditional means of manual processing information has been inadequate. To solve this problem , the scientific community technology Abstract automatically generated . Automatic summarization is often seen as a task for natural language processing . Digest is accurate to reflect the core content of a particular article concise and coherent essay , compared with the index to better meet the requirements of access to information . Our automatic summarization technology is still in its early stages , but this technology has an important role can not be underestimated , and has been widely used in the field of information processing will . This thesis is based on the current research status quo , the use of the method of statistical natural language processing , automatic segmentation is the first article , the use of stop words table to filter the segmentation results and use the ( optional on HowNet ) concept , the establishment of the concept of vector space model . By calculating the degree of importance of the important words , and sentences , the system has been a rough Digest . Finally redundant computation , get this article Digest . In this paper , on the basis of these studies , design automatic summarization system based on the concept of vector space model , the machine automatically generated Digest function of each module , confirmed In this paper, the concept of statistical methods based on word frequency statistics digest , more accurately with had a central element of the original article .

Related Dissertations

  1. Compensation Methods of Different Speech Coding for Speaker Recognition,TN912.34
  2. Research of Multiple Emails Automatic Summarization,TP391.1
  3. Answer Extraction Based on Logic Representation and Reasoning for Reading Comprehension,TP391.1
  4. Word Sense Disambiguation Corpus Automatic Acquisition,TP391.1
  5. Research and Implementation of Mining Implicit User Interest,TP311.13
  6. Research on Text Classification Based on Biomimetic Pattern Recongnition,TP391.1
  7. Tourism Comments on the Internet’s Semantic Analysis and Usefulness Research,TP391.1
  8. Poetic alienation : graphics,J506
  9. The Junior Middle School Language Teaching Text Analysis on the Cultivation of Autonomous Learning Ability,G633.3
  10. The Research of the Effects of Topic Familiarity and Text Difficulty in EFL Students’ Listening Comprehension Process,G633.41
  11. Study on the Mechanical Properties of Pva-high Toughness Cementitious Composites,TU528
  12. Analysis on the Influence of Consumer Perception and the Text Logo of Women’s Fashion Brand,F274
  13. The Impact of Frame-based Training of Text Oral Retelling on Junior Students’ Oral Expression Competence,G633.41
  14. The Teaching Research on the Illustrations of Junior School Textbooks,G633.3
  15. Folklore Subject and Folklore Transmission Research on Shanxi Wenshui" Wen Shui Gua Zi ",K892.4
  16. Research on Tibetan Buddhist Merit Dedication Prayers from Dunhuang Manuscripts and Its Grammar,K870.6
  17. Based on Data Distribution Characteristics of Text Classification,TP391.1
  18. On EFL Reading Strategy Use by Technical College Students,H319
  19. A Comparative Analysis of the Multimodal Discourses in English Textbooks,H315
  20. History of Science in the Senior School Physics Textbooks: in the View of Scientific Process,G633.7
  21. Junior Middle School Language Teaching Reading Chinese Reading in the Effective Strategy Research,G633.3

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Text Processing
© 2012 www.DissertationTopic.Net  Mobile