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Fuzzy-based Clustering of Web Services' Quality of Service: A Review

Mohd Hilmi Hasan, Jafreezal Jaafar, Mohd Fadzil Hassan
2014 Journal of Communications  
It also revealed the importance of clustering in ensuring the efficiency of web services delivery particularly in their discovery, selection and recommendation processes.  ...  The objective of this paper is to present a review on web services clustering and to propose fuzzy clustering of web services' based on quality of service (QoS).  ...  [7] focuses on improving the efficiency of web services discovery. They propose services clustering as a solution for the issue.  ... 
doi:10.12720/jcm.9.1.81-90 fatcat:ia3uzqolbfftxfh5jbh34da6yu

Clustering and Association Rules for Web Service Discovery and Recommendation: A Systematic Literature Review

Waeal J. Obidallah, Bijan Raahemi, Umar Ruhi
2019 SN Computer Science  
The synthesis resulted in knowledge of currently proposed methods for web service discovery and recommendation based on clustering and association rule techniques.  ...  The purpose of this study is to identify, summarize, and systematically compare various clustering and association rule techniques for web service discovery and recommendation, identify the most common  ...  ] WWW (J) 2014 6 6.5 [FS31] Taxonomic clustering and query matching for efficient service discovery [37] ICWS (C ) 2011 19 6.5 [FS32] Leveraging Auxiliary Knowledge for Web Service  ... 
doi:10.1007/s42979-019-0026-8 fatcat:zxtfyluvhjcexohiskvwtdr2jq

A Survey on Web Service Discovery Approaches [article]

Debajyoti Mukhopadhyay, Archana Chougule
2012 arXiv   pre-print
Finding most suitable web service from vast collection of web services is very crucial for successful execution of applications.  ...  Selecting a specific service discovery system is a hard task. In this paper, we give an overview of different approaches for web service discovery described in literature.  ...  Liu and Meizhou Shen [14] describe how inverted indexing can be used for quick, accurate and efficient web service discovery.  ... 
arXiv:1206.5582v1 fatcat:mze2oy7tfra4becrieb54mimou

Bio-Inspired Hybrid Algorithm for Web Services Clustering [chapter]

Maricela Bravo, Román A. Mora-Gutiérrez, Luis F. Hoyos-Reyes
2019 Advanced Analytics and Artificial Intelligence Applications [Working Title]  
The implementation of novel and efficient algorithms for Web services clustering is relevant for the organization of service repositories on the Web.  ...  Counting with well-organized collections of Web services promotes the efficiency of Web service discovery, search, selection, substitution, and invocation.  ...  The implementation of novel and efficient algorithms for the automatic clustering of Web services is relevant for the organization of large collections of services in private or public network such as  ... 
doi:10.5772/intechopen.85200 fatcat:o3jxovoaj5fp7dthnoqxmjv46q

STC: Semantic Taxonomical Clustering for Service Category Learning [article]

Sourish Dasgupta, Satish Bhat, Yugyung Lee
2013 arXiv   pre-print
Service category learning is a technique for efficiently facilitating service discovery.  ...  In this paper, we have proposed a self-organizing based clustering algorithm called Semantic Taxonomical Clustering (STC) for taxonomically organizing services with self-organizing information and knowledge  ...  SEMANTIC TAXONOMICAL CLUSTERING (STC) In this section, we formalize the problem of service clustering and propose Semantic Taxonomical Clusteringan alternative novel algorithm for service category learning  ... 
arXiv:1303.5926v1 fatcat:pza5y7lzgvhlxnc273fyrn4q6i

Automatic Clustering of Social Tag using Community Detection

Weisen Pan, Shizhan Chen, Zhiyong Feng
2013 Applied Mathematics & Information Sciences  
Automatically clustering social tags into semantic communities would greatly boost the ability of Web services search engines to retrieve the most relevant ones at the same time improve the accuracy of  ...  In order to identify densely connected semantic communities, we then introduce a novel graph-based clustering algorithm for weighted networks based on the concept of edge betweenness with high enough intensity  ...  Acknowledgements We would like to thank all members of service computing group from Institute of Knowledge Science and Engineering, Tianjin University.  ... 
doi:10.12785/amis/070235 fatcat:25em2aab2zhvzkvdulgox5jbui


2014 Journal of Computer Science  
To improve the efficiency of discovery of web services, the indexed web services are saved as index database.  ...  The search query is compared with the index database for discovering of web services and the discovered web services are given to the service customer.  ...  Information on how to bind to the web service, what type of web service it is and what taxonomical categories it belongs to are included in its description.  ... 
doi:10.3844/jcssp.2014.1798.1810 fatcat:o66y5jukxjbhtjzjynlhevatom

Web Service Discovery Methods and Techniques: A Review

Soodeh Pakari, Esmaeel Kheirkhah, Mehrdad Jalali
2014 International Journal of Computer Science Engineering and Information Technology  
The Semantic Web Service discovery is the process of finding the most suitable service that satisfies the user request. A number of approaches to Web Service discovery have been proposed.  ...  We, also, provide a taxonomy which categorizes Web Service discovery systems from different points of view.  ...  Finally, they use the Web Service similarity to cluster services, and prove the similarity efficiency.  ... 
doi:10.5121/ijcseit.2014.4101 fatcat:oo2oig5eybhqnipc27mjk4qfke

InterNano: e-Science for the Nanomanufacturing Community

Rebecca Reznik-Zellen, Bob Stevens, Michael Thorn, Jeff Morse, Mark Smucker, James Allan, David Mimno, Andrew McCallum, Mark Tuominen
2008 2008 IEEE Fourth International Conference on eScience  
With seventeen content features and services, InterNano's goal is not just to make information work within this community more efficient, but also to enable researchers to act on their discoveries within  ...  The National Nanomanufacturing Network (NNN) has developed a web service, InterNano, to support the information needs of the nanomanufacturing community within this network-enabled research environment  ...  ACKNOWLEDGMENT This project is supported by the Center for Hierarchical Manufacturing (DMI-0531171) and the University of Massachusetts Amherst Libraries.  ... 
doi:10.1109/escience.2008.142 dblp:conf/eScience/Reznik-ZellenSTMSAMMT08 fatcat:r6spozmuvzbzda6o5dpxhctvma

Mining the Web for learning ontologies: State of art and critical review

M. El Asikri, S. Krit, H. Chaib, M. Kabrane, H. Ouadani, K. Karimi, K. Bendaouad, H. Elbousty
2017 2017 International Conference on Engineering & MIS (ICEMIS)  
Web and Web Mining.Web mining is the application of data mining techniques to the content, structure, and usage of Web resources and The Semantic Web is the second-generation WWW, enriched by machine-processable  ...  The aim of the paper is to investigate and present the subject of building ontologies using the Semantic Web Mining that is defined as the combination of the two fast-developing research areas Semantic  ...  For the area of knowledge discovery and data mining, Nigro et al.  ... 
doi:10.1109/icemis.2017.8273103 fatcat:45jtxrnk2nhcrgl7c5igifsmja

Web Services Ontology Population through Text Classification

José A. Reyes-Ortiz, Maricela Bravo, Hugo Pablo
2016 Proceedings of the 2016 Federated Conference on Computer Science and Information Systems  
The entire process for ontology population involves the following tasks: text extraction from web service descriptions, classification of text descriptions and extraction of taxonomic relations (instances  ...  The main idea is to extract taxonomic relations (isTypeOf ) from web services using a supervised classifier of textual descriptions attached to web services.  ...  ACKNOWLEDGMENT This work has been supported by PRODEP as part of project no. UAM-PTC-478. Authors thank the SNI-CONACyT.  ... 
doi:10.15439/2016f332 dblp:conf/fedcsis/Reyes-OrtizBP16 fatcat:vl4d2p24yjborityeg2cerjq2u

SIMAP structuring the network of protein similarities

T. Rattei, P. Tischler, R. Arnold, F. Hamberger, J. Krebs, J. Krumsiek, B. Wachinger, V. Stumpflen, W. Mewes
2007 Nucleic Acids Research  
Access to SIMAP is freely provided for academic use through the web portal for individuals at simap/and through Web Services for programmatic access at  ...  Novel features of SIMAP include a new, portlet-based web portal providing multiple, structured views on retrieved proteins and integration of protein clusters and a unique search method for similar domain  ...  ACKNOWLEDGEMENTS The authors gratefully acknowledge the BOINCSIMAP community for donating their CPU power for the calculation of protein similarities and features and especially Jonathan Hoser for his  ... 
doi:10.1093/nar/gkm963 pmid:18037617 pmcid:PMC2238827 fatcat:vt4nmwod2ngynie7nejia53s44

Discovering interesting information with advances in web technology

Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna S. Varde
2013 SIGKDD Explorations  
Our goal is to show that all these areas can be as useful for knowledge discovery as the HTML-based part of the Web.  ...  The Web is a steadily evolving resource comprising much more than mere HTML pages. With its ever-growing data sources in a variety of formats, it provides great potential for knowledge discovery.  ...  for human as with a Web service made for machines.  ... 
doi:10.1145/2481244.2481255 fatcat:lvr2d5k3cre6lpnwnd2udp22pe

A Multilayered Clustering Framework to build a Service Portfolio using Swarm-based algorithms

I. R. Praveen Joe, P. Varalakshmi
2019 Automatika  
In this paper, a multilayered clustering framework is proposed to build a service portfolio to select web services of choice.  ...  To address this problem, a multilayered clustering approach applied on a variety of data pertaining to web services in order to filter and group the services of a similar kind which in turn will improve  ...  (d) Taxonomic Clustering Certain research works recommend the use of taxonomic clustering algorithm that groups web services based on their functional similarity [14] .  ... 
doi:10.1080/00051144.2019.1590951 fatcat:2puy6lufivfsnpsjqcnafwghbq

A Hand to Hand Taxonomical Survey on Web Mining

Neha Sharma, Sanjay Kumar Dubey
2012 International Journal of Computer Applications  
For the survey, different papers are analyzed and then presented as the study of web mining and its subtasks.  ...  Information extraction from the web documents is a typical task and can be done efficiently after the through study of mining.  ...  dynamic recommendations of products and services.  ... 
doi:10.5120/9670-4091 fatcat:jidm6hmmvfal5fauhblmb7plkq
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