Social networks play important roles in the Semantic Web: knowledge management, information retrieval, ubiquitous computing, and so on. We propose a social network extraction system called POLYPHONET, which employs se...
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ISBN:
(纸本)1595933239
Social networks play important roles in the Semantic Web: knowledge management, information retrieval, ubiquitous computing, and so on. We propose a social network extraction system called POLYPHONET, which employs several advanced techniques to extract relations of persons, detect groups of persons, and obtain keywords for a person. Search engines, especially Google, are used to measure co-occurrence of information and obtain Web *** studies have used search engines to extract social networks from the Web, but our research advances the following points: First, we reduce the related methods into simple pseudocodes using Google so that we can build up integrated systems. Second, we develop several new algorithms for social networking mining such as those to classify relations into categories, to make extraction scalable, and to obtain and utilize person-to-word relations. third, every module is implemented in POLYPHONET, which has been used at four academic conferences, each with more than 500 participants. We overview that system. Finally, a novel architecture called Super Social Network Mining is proposed;it utilizes simple modules using Google and is characterized by scalability and Relate-Identify processes: Identification of each entity and extraction of relations are repeated to obtain a more precise social network.
the proceedings contain 36 papers. the topics discussed include: stream reasoning for the internet of things: challenges and gap analysis;multimapping design of complex sensor data in environmental observatories;a hyb...
ISBN:
(纸本)9781450340564
the proceedings contain 36 papers. the topics discussed include: stream reasoning for the internet of things: challenges and gap analysis;multimapping design of complex sensor data in environmental observatories;a hybrid recommendation system for news in a mobile environment;customer opinion summarization based on Twitter conversations;aspect term and opinion target extraction from web product reviews using semi-markov conditional random fields with word embeddings as features;creating a probabilistic graph for WordNet using Markov logic network;Xart system: discovering and extracting correlated arguments of n-ary relations from text;capturing word choice patterns with LDA for fake review detection in sentiment analysis;uncertainty detection in natural language: a probabilistic model;subjective and generic distance in viewpoints: an experiment on WordNet;knowledge acquisition/utilization model and PDC framework for managing contexts in research activity;type prediction in RDF knowledge bases using hierarchical multilabel classification;discovering relations to augment a web-scale knowledge base constructed from the web;optimising coverage, freshness and diversity in live exploration-based linked data queries;a scalable approach for computing semantic relatedness using semantic web data;and SegChain: towards a generic automatic video segmentation framework, based on lexical chains of audio transcriptions.
Consider the problem of a learning mechanism (robot, or algorithm) attempting to locate a point on a *** mechanism interacts with a random »Oracle» (»Enviroriment») which essentially informs it, po...
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作者:
Dermaku, A.Demaku, N.Bajrami, Xh.
Institute of Mechanic and Mechatronic Vienna University of Technology Favoritenstrae 9/E325 A6 Vienna Austria Faculty of Science
Engineering and Computing Kingston University of London London United Kingdom
Cloud computing has become a significant trend in recent years and is a widely speeding among industry that are ready for noticeable deployments in coming years. Because cloud computing addresses a key difficulties su...
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P2P overlays are a natural architecture for scalably supporting Massively Multiplayer Online Games. However, computing consistent game state in a distributed fashion without compromising responsiveness places very har...
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the collaboration of Wikipedia editors is well researched, covered by scientific works of many different fields. there is a growing interest to implement recommender systemsthat guide inexperienced editors to project...
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ISBN:
(纸本)9781728129464
the collaboration of Wikipedia editors is well researched, covered by scientific works of many different fields. there is a growing interest to implement recommender systemsthat guide inexperienced editors to projects which fit their interests in certain topical domains. Although there have been numerous studies focusing on editing behavior in Wikipedia the role of topical domains in this regard is still unclear. In particular, topical aspects of co-authorship are generally neglected. In this paper, we want to determine by which criteria editors usually choose articles they want to contribute to. We analyzed three different language editions of Wikipedia (Vietnamese, Hebrew, and Serbo-Croatian) by building social networks and running community detection algorithms on them, i.e. editors are grouped based on their shared involvement in Wikipedia articles using social network analysis techniques. then, we related this to the topical domains of these articles based on Wikipedia's user defined category network. Our results demonstrated that communities in Wikipedia tend to edit articles with a higher than average topical relatedness. But the significance and quality of these results vary considerably in the different language versions of Wikipedia. Topical relations between contributors and articles are a complex matter and influenced by a number of different factors, e.g. by culture.
the Internet of things (IoT) application has becoming progressively in-demand, most notably for the embedded devices (ED). However, each device has its own difference in computational capabilities, memory usage, and e...
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School furniture has been recognised as a potential risk factor for musculoskeletal pain among primary school pupils. the aim of this study was to assess student-furniture mismatch and to determine the association bet...
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Mobile agent systems have unique properties and characteristics and represent a new application development paradigm. Existing solutions to distributed computing problems, such as deadlock avoidance algorithms, are no...
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Upcoming mobile networking will require wireless applications with global coverage and better data rates. Current diverse cellular systems like wireless and satellite systems are not able to satisfy these demands on t...
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