Download e-book for iPad: Using Data Mining for Facilitating User Contributions in the by Maryam Ramezani

By Maryam Ramezani

ISBN-10: 3656047383

ISBN-13: 9783656047384

Doctoral Thesis / Dissertation from the yr 2011 within the topic computing device technological know-how - net, New applied sciences, grade: 1,0, Karlsruhe Institute of expertise (KIT), language: English, summary: Social internet purposes have emerged as strong functions for net clients permitting them to freely give a contribution to the internet content material, arrange and proportion details, and make the most of the collective wisdom of others for locating new issues, assets and new
friends. whereas social internet functions similar to social tagging structures have many merits, additionally they current a number of demanding situations because of their open and adaptive nature. the volume of person generated information should be super huge and because there is no managed vocabulary or hierarchy, it may be very tricky for clients to discover the data that's in their interest.
In addition, attackers may perhaps try to distort the system’s adaptive habit through putting faulty or deceptive annotations, therefore changing the best way details is gifted to valid clients. This thesis makes use of info mining and desktop studying strategies to handle those difficulties. specifically, we layout and increase recommender platforms to assist the person in contributing to the Social Semantic internet. furthermore, we examine clever ideas to
combat assaults opposed to social tagging platforms. In our paintings, we first suggest a framework that maps area homes to suggestion applied sciences. This framework offers a scientific method of locate the fitting suggestion expertise for addressing a
given challenge in a particular area. moment, we increase current graph-based methods for customized tag advice in folksonomies. 3rd, we enhance laptop studying algorithms for advice of semantic kin to help non-stop ontology improvement in a social semanticWeb surroundings. eventually, we introduce a framework to investigate varieties of strength assaults opposed to social tagging structures and assessment their impact
on these systems.

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Using Data Mining for Facilitating User Contributions in the Social Semantic Web by Maryam Ramezani

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