56 research outputs found

    Mobile Clustering Engine

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    Query Merging: Improving Query Subscription Processing in a Multicast Environment

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    This paper introduces techniques for reducing data dissemination costs of query subscriptions in amulticast environment. The reduction is achieved by merging queries with overlapping, but not necessarily equal, answers. The paper formalizes the query-merging problem and introduces a general framework and cost model for evaluating merging. We prove that the problem is NP-hard and propose exhaustive algorithms and three heuristic algorithms: the Pair Merging Algorithm, the Directed Search Algorithm and the Clustering Algorithm. We develop a simulator, which uses geographical queries as a representative example, for evaluating the di erent heuristics and show that the performance of our heuristics is close to optimal

    Accordion Summarization for End-Game Browsing on PDAs and Cellular Phones

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    We demonstrate a new browsing technique for devices with small displays such as PDAs or cellular phones. We concentrate on end-game browsing, where the user is close to or on the target page. We make browsing more efficient and easier by Accordion Summarization. In this technique the Web page is first represented as a short summary. The user can then drill down to discover relevant parts of the page. If desired, keywords can be highlighted and exposed automatically. We discuss our techniques, architecture, interface facilities, and the result of user evaluations. We measured a 57 % improvement in browsing speed and 75% reduction in input effort

    Visual Query Processing for GIS with Web Contents

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    A social network caught in the Web

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    We present an analysis of Club Nexus, an online community at Stanford University. Through the Nexus site we were able to study a reflection of the real world community structure within the student body. We observed and measured social network phenomena such as the small world effect, clustering, and the strength of weak ties. Using the rich profile data provided by the users we were able to deduce the attributes contributing to the formation of friendships, and to determine how the similarity of users decays as the distance between them in the network increases. In addition, we found correlations between users' personalities and their other attributes, as well as interesting correspondences between how users perceive themselves and how they are perceived by others
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