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Chapter and Conference Paper
Scalable and Explainable User Role Detection in Social Media
While identifying specific user roles in social media -in particular bots or spammers- has seen significant progress, generic and all-encompassing user role classification remains elusive on the large data set...
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Chapter and Conference Paper
You Have the Choice: The Borda Voting Rule for Clustering Recommendations
Automatic recommendations are very popular in E-commerce, online shop** platforms, video on-demand services, or music-streaming. However, recommender systems often suggest too many related items such that us...
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Chapter
Analyzing and Clustering Pareto-Optimal Objects in Data Streams
Stream data analysis is a high relevant topic in various academic and business fields. Users want to analyze data streams to extract information in order to learn from this ever-growing amount of data. Althoug...