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Bridging the Gap—Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0

Bettina Berendt, Andreas Hotho, Gerd Stumme
2010 Journal of Web Semantics  
Introduction to the Special Issue of the Journal of Web Semantics: Bridging the GapData Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0 Bettina Berendt, Andreas Hotho, Gerd  ...  Stumme The last years have seen increasing collaboration of researchers from the Semantic Web, Web 2.0, social network analysis and machine learning communities.  ... 
doi:10.1016/j.websem.2010.04.008 fatcat:kaq3tbp52bhv3mltismz4rgxwm

Bridging the Gap between Heterogeneous and Semantically Diverse Content of Different Disciplines

Siarhei Bykau, Nadzeya Kiyavitskaya, Chrisa Tsinaraki, Yannis Velegrakis
2010 2010 Workshops on Database and Expert Systems Applications  
The Web has been flooded with highly heterogeneous data sources that freely offer their data to the public. Careful design and compliance to standards is a way to cope with the heterogeneity.  ...  Our approach combines several novel techniques at the syntactic, structural and semantic level.  ...  The advent of Web 2.0 with the social media and new technologies like mashups and Yahoo pipes, have brought the data integration task to the regular Internet users, that are thinking not in terms of formal  ... 
doi:10.1109/dexa.2010.67 dblp:conf/dexaw/BykauKTV10 fatcat:2zfn7q6xc5fgzn6o2m5s3ypadq

Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap

Sherif Sakr, Zakaria Maamar, Ahmed Awad, Boualem Benatallah, Wil M. P. Van Der Aalst
2018 IEEE Access  
In this paper, we advocate that a good understanding of the business process and Big Data worlds can play an effective role in improving the efficiency and the quality of various data-intensive business  ...  These are generated as business processes are executed and stored in transaction logs, databases, e-mail correspondences, free form text on (enterprise) social media, and so on.  ...  ACKNOWLEDGMENT The work of Sherif Sakr and Ahmed Awad is funded by the European Regional Development Funds via the Mobilitas Plus programme (grant MOBTT75).  ... 
doi:10.1109/access.2018.2881759 fatcat:2fcc4au7bfgklf3zemq7xfxcii

Bridging the 'know-do' gap. Knowledge brokering to improve child well-being

2011 Australian and New Zealand Journal of Public Health  
Acknowledgments This chapter is based on an unpublished report written for the Global Environmental Change and Food Systems Project (<>), which was funded from the UK Natural Environment  ...  Professor Dorothy Broom contributed to the early phase of the group's reading and discussion.  ...  The Web is now the world's largest social network.  ... 
doi:10.1111/j.1753-6405.2011.00796.x fatcat:trfhqfeipfharbxadwk5bct45e

Towards the ubiquitous Web

Andreas Hotho, Gerd Stumme
2010 Semantic Web Journal  
Web, Web 2.0, social network analysis and machine learning communities.  ...  We discuss the Ubiquitous Web vision, by addressing the challenge of bridging the gap between Web 2.0 and the Semantic Web, before widening the scope to mobile applications.  ...  Bridging the Gap Between Web 2.0 and the Semantic Web A major reason for the immediate success of Web 2.0 systems is their high ease of use.  ... 
doi:10.3233/sw-2010-0024 fatcat:bahwpm7monayppo4nfaayv63jq

When the Social Meets the Semantic: Social Semantic Web or Web 2.5

Salvatore F. Pileggi, Carlos Fernandez-Llatas, Vicente Traver
2012 Future Internet  
The Semantic Social Web (Web 2.5) has a clear theoretical meaning, understood as the bridge between the overused Web 2.0 and the not yet mature Semantic Web (Web 3.0).  ...  The social trend is progressively becoming the key feature of current Web understanding (Web 2.0).  ...  That gap motivates the formalization of a middle concept between the Web 2.0 and the Web 3.0.  ... 
doi:10.3390/fi4030852 fatcat:v5euvf6ldrazhkljdj5mpnxypu

Ubiquitous Data [chapter]

Andreas Hotho, Rasmus Ulslev Pedersen, Michael Wurst
2010 Lecture Notes in Computer Science  
The first example comes from Web 2.0 and includes network mining and social networks. Later, we look at sensor networks and wireless sensor networks in particular.  ...  They also emphasize the difficult nature of ubiquitous data from an analysis/knowledge discovery point of view, such as overlapping or contradicting data.  ...  Mining could help here to bridge the gap between the weak knowledge representation of the Web 2.0 and the semantic web by extracting hidden patterns from the data.  ... 
doi:10.1007/978-3-642-16392-0_4 fatcat:2wc2yy55yfa5jnmpwc2ez2dwiu

Towards Maximum Spanning Tree Model in Web 3.0 Design and Development for Students using Discriminant Analysis [article]

S. Padma, Ananthi Seshasaayee
2012 arXiv   pre-print
An attempt is made to capture the requirements of Students inline with web 3.0 so as to bridge the gap between the design and development of web 3.0 applications and requirements among Students.  ...  Web 3.0 is an evolving extension of the web 2.0 scenario. The perceptions regarding web 3.0 is different from person to person .  ...  Due to the existence of the ambiguity in the requirements of Students for structuring the web 3.0 products , bridging the gap between web 3.0 design and development fraternity and Students becomes need  ... 
arXiv:1202.3386v1 fatcat:5jpyn2fi2fdgdofwsevupfvoje

Toward Semantic Mobile Web 2.0 through Multiagent Systems [chapter]

Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Fernando Gómez-Marín
2009 Lecture Notes in Computer Science  
Our proposal aims to build a Mobile Web 2.0 platform for the dissemination of interesting events, captured by users through mobile phones.  ...  The multiagent system creates an agent for each event, which suggests and manages several semantic features linked to an Ontology related to events.  ...  This is our first approach for building a repository of semantic behaviours and get totally semantic mobile social network.  ... 
doi:10.1007/978-3-642-01665-3_40 fatcat:wman7riuzjhp5gukhytpjegv3m

The Semantic Web-Based Collaborative Knowledge Management [chapter]

Lemen Chao, Yong Zhang, Chunxiao Xing
2012 New Research on Knowledge Management Technology  
mining, semantic web services, semantic grid, application integration and social network analysis are becoming research hotspots in knowledge processing.  ...  Computing layer The computing layer bridges the gap between the computing layer and the application layer and be responsible for knowledge retrieving, inferring, extracting and mining of the whole framework  ... 
doi:10.5772/33041 fatcat:tgs33jsvrnc67dnnxubtkz7nd4

Mining and Visualizing Research Networks Using the Artefact-Actor-Network Approach [chapter]

Wolfgang Reinhardt, Adrian Wilke, Matthias Moi, Hendrik Drachsler, Peter Sloep
2012 Computational Social Networks  
Virtual communities are increasingly relying on technologies and tools of the so-called Web 2.0.  ...  In this chapter we argue that Artefact-Actor-Networks (AANs) serve well for modeling, storing and mining the social interactions around digital learning resources originating from various learning services  ...  From the analysis of the networks we aim at bridging the gap between the use of Social Media tools, as a mean for communication and exchange, and the missing awareness for one's own and activities of others  ... 
doi:10.1007/978-1-4471-4054-2_10 fatcat:s33f6frvrnfypoon2ccmsfsgry

SOAF: Semantic Indexing System Based on Collaborative Tagging

Doina Ana Cernea, Esther Del Moral-Pérez, Jose E. Labra Gayo
2008 Interdisciplinary Journal of e-Skills and Lifelong Learning  
However, automatic tools for searching and locating learning content in these repositories based on semantic tags are not yet effective.  ...  This article proposes a system architecture called SOAF for the semantic indexing of Learning Objects from a repository.  ...  The Semantic Gap There is a distance between the descriptions obtained by automatic methods for multimedia analysis and their real content, known as the semantic gap.  ... 
doi:10.28945/371 fatcat:woi5kht2yjc77djet5wewqfueu

Semantic Web meets Integrative Biology: a survey

H. Chen, T. Yu, J. Y. Chen
2012 Briefings in Bioinformatics  
We argue that IB can benefit significantly from the integration solutions enabled by Semantic Web (SW) technologies.The SW enables scientists to share content beyond the boundaries of applications and  ...  websites, resulting into a web of data that is meaningful and understandable to any computers.  ...  The work of the authors is funded by China National Science Foundation (NSFC61070156), and China national 863 program China Cloud Initiative.  ... 
doi:10.1093/bib/bbs014 pmid:22492191 fatcat:n5xm5kbc75ethlnfwfmgwdtnhq

Self-monitoring in social networks

Amin Anjomshoaa, Khue Vo Sao, Amirreza Tahamtan, A. Min Tjoa, Edgar Weippl
2012 International Journal of Intelligent Information and Database Systems  
The disclosure of personal/organizational information in Web 2.0 via social networks, digital contributions and data feeds has created new security and privacy challenges.  ...  This paper proposes a Web 2.0 analysis methodology that provides reusable foundation components for information extraction, analysis and visualization.  ...  This research is supported by FIT-IT project, Secure 2.0 (project number: 820852).  ... 
doi:10.1504/ijiids.2012.049110 fatcat:rlakxir2yrgzbeyp6dwkaxtxna

Challenging research issues in data mining, databases and information retrieval

Aparna S. Varde
2009 SIGKDD Explorations  
The research spreads over a variety of topics such as text mining, semantic web, multilingual information analysis, heterogeneous data management, database learning, digital libraries and more.  ...  Data mining research along with related fields such as databases and information retrieval poses challenging problems, especially for doctoral students.  ...  web, social networks, and human computer interaction (HCI).  ... 
doi:10.1145/1656274.1656284 fatcat:kzoqwum75negbldpynaq4zxmfm
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