Domain-specific informative and indicative summarization for information retrieval

نویسندگان

  • Min-Yen Kan
  • Kathleen R. McKeown
  • Judith L. Klavans
چکیده

In this paper, we propose the use of multidocument summarization as a post-processing step in document retrieval. We examine the use of the summary as a replacement to the standard ranked list. The form of the summary is novel because it has both informative and indicate elements, designed to help di erent users perform their tasks better. Our summary uses the documents' topical structure as a backbone for its own structure, as it was deemed the most useful document feature in our study of a corpus of summaries.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Concept Identification And Presentation In The Context Of Technical Text Summarization

We describe a method of text summarization that produces indicative-informative abstracts / for technical papers. The abstracts are generated by a process of conceptual identification, topic extraction and re-generation. We have carried out an evaluation to assess indicative-ness and text acceptability relying on human judgment. The results so far indicate good performance in both tasks when co...

متن کامل

Employing Natural Language Summarization and Automated Layout for Effective Presentation and Navigation of Information Retrieval Results

In this paper, we propose the employment of a combination of multi-document summarization[2] and automated layout[3] as a post-processing step in document retrieval. We examine the use of an interactive textual fisheye that employs automated layout techniques to present a generated natural language summary as a replacement to the standard ranked list. Our presentation system is novel because it...

متن کامل

Public Transport Ontology for Passenger Information Retrieval

Passenger information aims at improving the user-friendliness of public transport systems while influencing passenger route choices to satisfy transit user’s travel requirements. The integration of transit information from multiple agencies is a major challenge in implementation of multi-modal passenger information systems. The problem of information sharing is further compounded by the multi-l...

متن کامل

Systematic literature review of fuzzy logic based text summarization

Information Overloadrq  is not a new term but with the massive development in technology which enables anytime, anywhere, easy and unlimited access; participation & publishing of information has consequently escalated its impact. Assisting userslq    informational searches with reduced reading surfing time by extracting and evaluating accurate, authentic & relevant information are the primary c...

متن کامل

Using the Annotated Bibliography as a Resource for Indicative Summarization

We report on a language resource consisting of 2000 annotated bibliography entries, which is being analyzed as part of our research on indicative document summarization. We show how annotated bibliographies cover certain aspects of summarization that have not been well-covered by other summary corpora, and motivate why they constitute an important form to study for information retrieval. We det...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001