Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"Social Tags"”.
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Mining Social Tags to Predict Mashup Patterns
… APIs and mashups based on their annotated tags. The importance of the mined relationships is advocated as a valuable source for recommending mashup candidates while mitigating common problems in recommender systems. The proposed methodology is evaluated through experimentation using a …
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Improving music mood classification using lyrics, audio and social tags
… the audio content of the music. Lyric text and social tags are resources independent of and complementary to audio content but have yet to be fully exploited. This dissertation research takes up these problems and aims to 1) summarize fundamental insights in music psychology that can help …
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Neural Networks for Music Emotion Recognition and Social Tags Emotion Representation
… for supervised learning. Additionally, utilizing social tags is a good way to provide annotations for music emotion recognition. But tags are usually selected within a limited set of emotion corpus as discrete labels. Research rarely focuses on large-scale tags analysis and quantifies them in a …
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Usability of Social Tags in Digital Libraries for E-Learning Environment
… to the academic literature concerning social tag systems for digital libraries, addressing the identified information gap from the user’s perspective. It defines social tagging tools and tests users’ perceptions about possible practices. Moreover, it evaluates the effect when using …
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Exploring social tagging graph for web object classification
… problem with the novel exploration of social tags. Automatically classifying web objects into manageable semantic categories has long been a fundamental preprocess for indexing, browsing, searching, and mining these objects. The explosive growth of heterogeneous web objects, especially …
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A network approach to topic summary and knowledge discovery in social tagging
… on studying the semantic relations between social tags, items and content creators through co-occurrence analysis, social network analysis and information visualization, thus revealing the role played by social tags in representing and classifying contents and creators, and implications they …
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Exploring link, text and spatial-temporal data in social media
… Web 2.0, a huge amount of user generated data in social media sites is attracting the attentions from different research areas. Social media data has heterogenous data types including link, text and spatial-temporal information, which poses many interesting and challenging tasks for data mining. …
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Usefulness of social tagging in organizing and providing access to the web: An analysis of indexing consistency and quality
… In order to explore users’ needs, I examined social tags which are user-generated uncontrolled vocabulary. As investment in professionally-developed subject gateways and web directories diminishes (support for both BUBL and Intute, examined in this study, is being discontinued), understanding …