C4.5: programs for machine learning
C4.5: programs for machine learning
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Text Classification from Labeled and Unlabeled Documents using EM
Machine Learning - Special issue on information retrieval
Computer
Mining the Web: Discovering Knowledge from HyperText Data
Mining the Web: Discovering Knowledge from HyperText Data
Google Hacks: 100 Industrial-Strength Tips and Tools
Google Hacks: 100 Industrial-Strength Tips and Tools
Email as spectroscopy: automated discovery of community structure within organizations
Communities and technologies
Disambiguation of proper names in text
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
System Design of Event Space Information Support Utilizing CoBITs
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Towards the self-annotating web
Proceedings of the 13th international conference on World Wide Web
Finding authoritative people from the web
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Fast discovery of connection subgraphs
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Leveraging social networks for information sharing
CSCW '04 Proceedings of the 2004 ACM conference on Computer supported cooperative work
Semantic Web Link Analysis to Discover Social Relationships in Academic Communities
SAINT '05 Proceedings of the The 2005 Symposium on Applications and the Internet
ACM SIGKDD Explorations Newsletter
IEEE Intelligent Systems
Sampling search-engine results
WWW '05 Proceedings of the 14th international conference on World Wide Web
Gimme' the context: context-driven automatic semantic annotation with C-PANKOW
WWW '05 Proceedings of the 14th international conference on World Wide Web
A search engine for natural language applications
WWW '05 Proceedings of the 14th international conference on World Wide Web
Disambiguating Web appearances of people in a social network
WWW '05 Proceedings of the 14th international conference on World Wide Web
Frequency estimates for statistical word similarity measures
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Semantic integration in text: from ambiguous names to identifiable entities
AI Magazine - Special issue on semantic integration
Real-world oriented information sharing using social networks
GROUP '05 Proceedings of the 2005 international ACM SIGGROUP conference on Supporting group work
Unsupervised personal name disambiguation
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
POLYPHONET: an advanced social network extraction system from the web
Proceedings of the 15th international conference on World Wide Web
Proceedings of the 15th international conference on World Wide Web
Novel association measures using web search with double checking
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Ontologies are us: A unified model of social networks and semantics
Web Semantics: Science, Services and Agents on the World Wide Web
Extracting Social Networks Among Various Entities on the Web
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Disambiguating Personal Names on the Web using Automatically Extracted Key Phrases
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Robust estimation of Google counts for social network extraction
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Flink: Semantic Web technology for the extraction and analysis of social networks
Web Semantics: Science, Services and Agents on the World Wide Web
Extracting relations in social networks from the web using similarity between collective contexts
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
A framework for schema-driven relationship discovery from unstructured text
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Exploiting macro and micro relations toward web intelligence
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Semantic twitter: analyzing tweets for real-time event notification
BlogTalk'08/09 Proceedings of the 2008/2009 international conference on Social software: recent trends and developments in social software
Superficial method for extracting social network for academics using web snippets
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Synchronising personal data with web 2.0 data sources
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Extracting social networks enriched by using text
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Using semantic distance to automatically suggest transfer course equivalencies
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
Publication venue recommendation using author network's publication history
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part III
SocialStory: a social storyboard system for sharing experiences in emergencies
Proceedings of the International Working Conference on Advanced Visual Interfaces
Building a social network of research institutes from information available on the web
International Journal of Networking and Virtual Organisations
Security and Communication Networks
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
Personalized recommendation based on implicit social network of researchers
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Discovering relationship types between users using profiles and shared photos in a social network
Multimedia Tools and Applications
Semantic description of scholar-oriented social network cloud
The Journal of Supercomputing
A method of extraction and visualisation for relationships among objects on web
International Journal of Intelligent Systems Technologies and Applications
Dynamic FOAF management method for social networks in the social web environment
The Journal of Supercomputing
Processing Combinatorial Thinking: Innovators Marketplace as Role-Based Game Plus Action Planning
International Journal of Knowledge and Systems Science
Artificial Life and Robotics
Hi-index | 0.00 |
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, to detect groups of persons, and to obtain keywords for a person. Search engines, especially Google, are used to measure co-occurrence of information and obtain Web documents. Several 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 network 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 Iterative 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.