Addressing Diverse User Preferences: A Framework for Query Results Navigation

نویسندگان

  • Zhiyuan Chen
  • Tao Li
چکیده

Database queries are often exploratory and users often find their queries return too many answers, many of them irrelevant. Existing approaches include categorization, ranking, and query refinement. The success of all these approaches depends on the utilization of user preferences. However, most existing work assumes that all users have the same user preferences, but in real life different users often have different preferences. In this paper, we propose a framework that addresses diverse user preferences in query results navigation.

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

A social recommender system based on matrix factorization considering dynamics of user preferences

With the expansion of social networks, the use of recommender systems in these networks has attracted considerable attention. Recommender systems have become an important tool for alleviating the information that overload problem of users by providing personalized recommendations to a user who might like based on past preferences or observed behavior about one or various items. In these systems...

متن کامل

Discovering Popular Clicks\' Pattern of Teen Users for Query Recommendation

Search engines are still the most important gates for information search in internet. In this regard, providing the best response in the shortest time possible to the user's request is still desired. Normally, search engines are designed for adults and few policies have been employed considering teen users. Teen users are more biased in clicking the results list than are adult users. This leads...

متن کامل

Analysis of User query refinement behavior based on semantic features: user log analysis of Ganj database (IranDoc)

Background and Aim: Information systems cannot be well designed or developed without a clear understanding of needs of users, manner of their information seeking and evaluating. This research has been designed to analyze the Ganj (Iranian research institute of science and technology database) users’ query refinement behaviors via log analysis.    Methods: The method of this research is log anal...

متن کامل

Preferential Models of Query by Navigation

This article can be seen as integrating nonmonotonic reasoning and information retrieval. Searching is realized via navigating through an information space called a hyperindex. The user preferences suggested by the path are represented as defaults. and/or preclusion relationships. The semantics of navigation paths are deened in the style of model preference logic. Some information retrieval rel...

متن کامل

Content-Based Music Retrieval Using Query Integration for Users with Diverse Preferences

This paper proposes content-based music information retrieval (MIR) methods based on user preferences, which aim to improve the accuracy of MIR for users with “diverse” preferences, i.e., users whose preferences range in songs with a wide variety of features. The proposed MIR method dynamically generates an optimal set of query vectors from the sample set of songs submitted by the user to expre...

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:
  • IEEE Data Eng. Bull.

دوره 32  شماره 

صفحات  -

تاریخ انتشار 2009