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Towards Machine Learning on the Semantic Web [chapter]

Volker Tresp, Markus Bundschus, Achim Rettinger, Yi Huang
2008 Lecture Notes in Computer Science  
In this paper we explore some of the opportunities and challenges for machine learning on the Semantic Web.  ...  In this paper we discuss existing and future applications of machine learning on the Semantic Web with a strong focus on learning algorithms that are suitable for the relational character of the Semantic  ...  Acknowledgements: We acknowledge funding by the German Federal Ministry of Economy and Technology (BMWi) under the THESEUS project and by the EU FP 7 Large-Scale Integrating Project LarKC.  ... 
doi:10.1007/978-3-540-89765-1_17 fatcat:ixm5kgibajgmvohdfffo43cijm

Anveshan – A Model for Search

Bharat Banavalikar, Anvita Bhat, Apoorva Joshi, Praveen Talavar, Prakash Hegade
2020 Procedia Computer Science  
The intention to create a universal bit string is to make it machine-understandable and contribute towards the semantic web.  ...  The intention to create a universal bit string is to make it machine-understandable and contribute towards the semantic web.  ...  Creating a metadata engine for a machine agent is a progressive step towards semantic web and semantic search. The hooks assist in generating the required metadata.  ... 
doi:10.1016/j.procs.2020.04.256 fatcat:37egmo2b2nevhgqfpnfvo4ryz4

Personalization of e-Learning Services using Web Mining and Semantic Web

Sandesh Jain, Dhanander K. Jain, Harihar Bhojak, Ankit Bhilwar, Mamatha J
2012 International Journal of Machine Learning and Computing  
Now for making the learning process more streamlined and standardized, the implementing agencies are emphasizing on moving towards service oriented architectural design approach to create, deploy and manage  ...  For providing the intelligence to evaluation system and other e-Learning services, various domains like data mining, web mining, semantic web etc. can be utilized intelligently.  ...  be made understood to the machines with the help of semantic web technology [5] .  ... 
doi:10.7763/ijmlc.2012.v2.191 fatcat:cpvoz5tqofbevhn3kmbx5tbege

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.  ...  Consequently, the last years have seen increasing collaboration of researchers from the Semantic Web, Web 2.0, social network analysis and machine learning communities.  ... 
doi:10.3233/sw-2010-0024 fatcat:bahwpm7monayppo4nfaayv63jq

The global environmental agenda urgently needs a semantic web of knowledge

Stefano Balbi, Kenneth J. Bagstad, Ainhoa Magrach, Maria Jose Sanz, Naikoa Aguilar-Amuchastegui, Carlo Giupponi, Ferdinando Villa
2022 Environmental Evidence  
Artificial Intelligence (AI)-based approaches underlain by semantics and machine reasoning offer a constructive way forward, but depend on greater understanding of these technologies by the science and  ...  The application of semantic and machine reasoning technologies by a broad community of scientists and decision makers will favour open synthesis to contribute and reuse knowledge and apply it toward decision  ...  Acknowledgements The authors wish to thank all past and present contributors to the ARIES project.  ... 
doi:10.1186/s13750-022-00258-y fatcat:rlrjleuahvacppgxa7mkg4zmj4

A map without a legend

Jérôme Euzenat, Pascal Hitzler, Krzysztof Janowicz
2019 Semantic Web Journal  
Life before the semantic web Many animals are able to learn from their environment.  ...  The data advent: a little semantics went a long way... but may remain stuck here The semantic web could be characterised by one of its early slogans: a web for machines.  ... 
doi:10.3233/sw-190376 fatcat:ivqh27j2ozce5aezsnm2zo46ba

Guest Editorial: Semantic Web

Sumit Goswami
2011 DESIDOC Journal of Library & Information Technology  
Semantic Web is the approach to develop technologies, techniques, protocols, and processes to present the information in a form that can be processed by machines.  ...  Thereafter evolved the Web-based Information systems, which worked on heterogeneous, dynamic, and distributed data serving diverse and unfamiliar audience using web navigation tools and techniques.  ...  It reviews the Semantic Web-based work related to e-learning on an international platform.  ... 
doi:10.14429/djlit.31.4.1096 fatcat:ikppia5e5fepth5fjfmv35zjuu

Semantic Oriented Intelligent Electronic Learning [article]

Zeeshan Ahmed, Detlef Gerhard
2010 arXiv   pre-print
In this research paper we describe semantic oriented information engineering and knowledge management based solution towards E-Learning systems.  ...  We also try to justify the importance of proposed solution with respect to the E-Learning Approaches .i.e., Behavior, Objectivism, Cognitive and Construction.  ...  Gerhard, "Personal Assistant towards Semantic Information Retrieval", In the proceedings of Fifth International Workshop on Ontologies and Semantic Web for E-Learning (SWEL'07),13th International Conference  ... 
arXiv:1008.1330v1 fatcat:c5laxstih5elfk2vj4ytbf7lz4

Some Properties of Semantic Web in e-Learning

M. Haghshenas, H. Kabir, M. Khademi
2013 International Journal of Innovation Management and Technology  
Nowadays, the web has become an important learning platform.  ...  Not only its accessibility has made it a successful environment, but also when the Semantic Web is used, learners will be able to add extra materials and links to the learning objects for their own benefit  ...  THE USAGE OF SEMANTIC WEB IN A LEARNING CONTEXT Traditionally, a learning resource can be made accessible on the web and then (possibly) updated by the provider.  ... 
doi:10.7763/ijimt.2013.v4.389 fatcat:xzsvnil3y5an5hprtgn5zr7mrq

Relevant Influence of Semantic Web Framework on Smart E-Learning Environment

Subhabrata Sengupta, Anish Banerjee, Satyajit Chakrabarti
2021 International Journal of Emerging Technologies in Learning (iJET)  
Different stages and application potentials of Semantic Web technology and it's architecture can be applied at different sectors and phases of the E-Learning framework to amplify the quality and versatility  ...  The main objective of this work is to study how electronic and online learning frameworks can be improved and enhanced by the influence of semantic web technologies in understanding and simplifying concept  ...  The creators presented a refreshed E-learning model dependent on the most recent Semantic Web designs.  ... 
doi:10.3991/ijet.v16i17.24105 fatcat:p2j4pxmdcbhuncerl75r4jxkma

Towards web intelligence through the crowdsourcing of semantics

Sören Auer, Dimitris Kontokostas
2014 Proceedings of the 23rd International Conference on World Wide Web - WWW '14 Companion  
A key success factor for the Web as a whole was and is its participatory nature. We discuss strategies for engaging human-intelligence to make the Web more semantic.  ...  We will discuss challenges and lessons learned as well as identify further promising directions for a combination of human and machine intelligence on the Web.  ...  In fact, two main strategies for 'increasing the intelligence' of the Web seem to be currently prevalent: • Translating non-machine readable semantics into machine-readable semantics -this is, for example  ... 
doi:10.1145/2567948.2578841 dblp:conf/www/AuerK14 fatcat:jfch7x4yknb5dnund2xd54hkva

e-Learning Based on Context Oriented Semantic Web

Muna, S. Hatem, Haider, A. Ramadan, Daniel, C. Neagu
2005 Journal of Computer Science  
This research reports on the work in progress to develop a framework for Semantic Web mining and exploration, a practical method towards Semantic Web application to e-Learning along with its design framework  ...  The Semantic Web has opened new horizons for internet applications in general and for e-Learning in particular.  ...  KAON (Karlsrude Ontology) is one of the most promising works towards Semantic Web implementation [17] ; it is an initiative aimed at providing a common framework for Semantic Web.  ... 
doi:10.3844/jcssp.2005.500.504 fatcat:w2hb62yooffzbkcomjzcv6p634

Ontology-based Recommender System in Higher Education

Charbel Obeid, Inaya Lahoud, Hicham El Khoury, Pierre-Antoine Champin
2018 Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18  
This paper represents an approach for developing ontology-based recommender system improved with machine learning techniques to orient students in higher education.  ...  Moreover, students need to filter, prioritize and efficiently get appropriate information from the web in order to solve the problem of information overload.  ...  Furthermore, the concept of the semantic web is used for improving e-learning.  ... 
doi:10.1145/3184558.3191533 dblp:conf/www/ObeidLKC18 fatcat:p3aac2mqgngg7h2gsszcyphfkm

Subject Index

2021 2021 7th International Conference on Web Research (ICWR)  
Allignment 227 ICWR202139 Towards a Novel Framework for Trust Driven Web URL Recommendation Incorporating Semantic Alignment and Recurrent Neural Network 232 ICWR202140 A method Based on an  ...  Sentiment Analysis in Persian Language 287 ICWR202148 The Impact of Active Learning Algorithm on a Cross-lingual model in a Persian Sentiment Task 292 ICWR202149 Increase or Decrease Network Robustness  ... 
doi:10.1109/icwr51868.2021.9443145 fatcat:nv4gd2qljfbs3ptjv3dch33poi

On the Need to Bootstrap Ontology Learning with Extraction Grammar Learning [chapter]

Georgios Paliouras
2005 Lecture Notes in Computer Science  
The main claim of this paper is that machine learning can help integrate the construction of ontologies and extraction grammars and lead us closer to the Semantic Web vision.  ...  After providing a survey of the most relevant work towards this goal, recent research of the Software and Knowledge Engineering Laboratory (SKEL) of NCSR "Demokritos" in the areas of Web information integration  ...  The development of the CROSSMARC architecture has been carried out jointly by the partners of the project: National Center for Scientific Research "Demokritos" (GR), VeltiNet A.E.  ... 
doi:10.1007/11524564_8 fatcat:444chquckvck7n6mluzi4gaje4
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