Blog

19

Nov2014
PRODUCT ASPECT RANKING AND ITS APPLICATIONS ABSTRACT: Numerous consumer reviews of products are now available on the Internet. Consumer reviews contain rich and valuable knowledge for both firms and users. However, the reviews are often disorganized, leading to difficulties in information navigation and knowledge acquisition. This ... Read More

19

Nov2014
LARS*: AN EFFICIENT AND SCALABLE LOCATION-AWARE RECOMMENDER SYSTEM ABSTRACT: This paper proposes LARS*, a location-aware recommender system that uses location-based ratings to produce recommendations. Traditional recommender systems do not consider spatial properties of users nor items; LARS*, on the other hand, supports a taxonomy of three ... Read More

18

Nov2014
SUPPORTING PRIVACY PROTECTION IN PERSONALIZED WEB SEARCH ABSTRACT: Personalized web search (PWS) has demonstrated its effectiveness in improving the quality of various search services on the Internet. However, evidences show that users’ reluctance to disclose their private information during search has become a major barrier for ... Read More

18

Nov2014

Data Mining With Big Data

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 Data Mining with Big Data ABSTRACT: Big Data concern large-volume, complex, growing data sets with multiple, autonomous sources. With the fast development of networking, data storage, and the data collection capacity, Big Data are now rapidly expanding in all science and engineering domains, including physical, biological ... Read More

18

Nov2014
TrustedDB:A TRUSTED HARDWARE BASED DATABASE WITH PRIVACY AND DATA CONFIDENTIALITY ABSTRACT: Traditionally, as soon as confidentiality becomes a concern, data is encrypted before outsourcing to a service provider. Any software-based cryptographic constructs then deployed, for server-side query processing on the encrypted data, inherently limit query expressiveness. ... Read More

18

Nov2014
SECURE MINING OF ASSOCIATION RULES IN HORIZONTALLY DISTRIBUTED DATABASES ABSTRACT: We propose a protocol for secure mining of association rules in horizontally distributed databases. The current leading protocol is that of Kantarcioglu and Clifton. Our protocol, like theirs, is based on the Fast Distributed Mining (FDM) ... Read More

18

Nov2014
EFFICIENT RANKING ON ENTITY GRAPHS WITH PERSONALIZED RELATIONSHIPS ABSTRACT: Authority flow techniques like Page Rank and Object Rank can provide personalized ranking of typed entity-relationship graphs. There are two main ways to personalize authority flow ranking: Node-based personalization, where authority originates from a set of user-specific ... Read More

18

Nov2014
CONTENT CACHING AND SCHEDULING IN WIRELESS NETWORKS WITH ELASTIC AND INELASTIC TRAFFIC ABSTRACT: The rapid growth of wireless content access implies the need for content placement and scheduling at wireless base stations. We study a system under which users are divided into clusters based on their ... Read More

18

Nov2014
RELIABLE AND TIMELY EVENT NOTIFICATION FOR PUBLISH/SUBSCRIBE SERVICES OVER THE INTERNET ABSTRACT: The publish/subscribe paradigm is gaining attention for the development of several applications in wide area networks (WANs) due to its intrinsic time, space, and synchronization decoupling properties that meet the scalability and asynchronous requirements ... Read More

18

Nov2014
DISTRIBUTED, CONCURRENT, AND INDEPENDENT ACCESS TO ENCRYPTED CLOUD DATABASES ABSTRACT: Power efficiency is one of the main issues that will drive the design of data centers, especially of those devoted to provide Cloud computing services. In virtualized data centers, consolidation of Virtual Machines (VMs) ... Read More