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Content Recommendation through Semantic Annotation of User Reviews and Linked Data - An Extended Technical Report [article]

Iacopo Vagliano, Diego Monti, Ansgar Scherp, Maurizio Morisio
2017 arXiv   pre-print
In this paper, we introduce a new recommendation approach which exploits the semantic annotation of user reviews to extract useful and non-trivial information about the items to recommend.  ...  However, the growing popularity of social and e-commerce websites has encouraged users to also share comments and opinions through textual reviews.  ...  CONCLUSIONS AND FUTURE WORK In this paper we proposed a novel recommendation approach, based on the semantic annotation of user reviews and Linked Data.  ... 
arXiv:1709.09973v3 fatcat:xggutorydfeu7f3s53sumusfwm

Semantic Web Recommendation Application

Szymon Lazaruk, Jakub Dzikowski, Monika Kaczmarek, Witold Abramowicz
2012 Conference on Computer Science and Information Systems  
The application is consuming Linked Data (while creating the reviews), producing semantic annotations (about the reviewed entities), and then, querying the gathered data in order to offer personalized  ...  It is a mobile restaurants' review and recommendation application based on a Linked Data source and integrated with a social network.  ...  . • data producers (contributors) -users providing reviews of places, i.e., people creating semantically annotated reviews, • data consumers (beneficiaries) -users interested in the content produced by  ... 
dblp:conf/fedcsis/LazarukDKA12 fatcat:pjbiarxbgbhvnnsxsy7m67pkzq

A Proposed Model for Improving the Performance of Knowledge Bases in Real-World Applications by Extracting Semantic Information

Abdelrahman Elsharif Karrar
2022 International Journal of Advanced Computer Science and Applications  
such as content recommendation during a web search.  ...  This entails performing slot filling operations for data collection from large KBs and applying probabilistic estimations to determine the accuracy of the new information.  ...  This technique was later applied to music entity recommendation by Linked Data Semantic Distance (LDSD) with DBpedia by [39] and to movie recommendation by [40] .  ... 
doi:10.14569/ijacsa.2022.0130214 fatcat:h6vbprjcg5gexkcsmllnftxsqa

Challenges in Using Linked Data within a Social Web Recommendation Application to Semantically Annotate and Discover Venues [chapter]

Jakub Dzikowski, Monika Kaczmarek, Szymon Lazaruk, Witold Abramowicz
2012 Lecture Notes in Computer Science  
The application is consuming Linked Data (while creating the reviews), producing semantic annotations (about the reviewed entities) and then, querying the gathered data in order to offer personalized recommendations  ...  It is a mobile restaurants' review and recommendation application based on a Linked Data source and integrated with a social network.  ...  On the one hand, it is to show the user-friendly way of creating semantic annotations using Linked Data, and on the other, is to start a discussion on the consumption and usage of Linked data within the  ... 
doi:10.1007/978-3-642-32498-7_27 fatcat:dbummefhzffpjpt3d4z37szj5u

Semantic E-Learn Services and Intelligent Systems using Web Ontology

K. VANITHA, K.YASUDHA, Dr.M.SRI VENKATESH, K.N.Sowjanya
2013 International Journal of Advanced Computer Science and Applications  
Ontology is a conceptualization of domain into a human understandable and machine readable or machine process able format consisting of entities, attributes, relationships and axioms.  ...  Ontology web language is designed for use by applications that need to process the content of information [22] . In this context many e-learning systems were proposed in the literature.  ...  Link level adaption Personalization for the user is being made through the link level adaption the following are the methods for navigating link level adaption [16] . i) Direct Guidance: "next best" and  ... 
doi:10.14569/ijacsa.2013.040121 fatcat:kegwi23bozexfp7krfa7fxmxbi

Ease of interaction plus ease of integration: Combining Web2.0 and the Semantic Web in a reviewing site

Tom Heath, Enrico Motta
2008 Journal of Web Semantics  
In this paper we present Revyu, a reviewing and rating site in the Web2.0 mould that is built on Semantic Web infrastructure and both publishes and consumes linked RDF data.  ...  This combination of approaches affords ease of interaction for regular users and ease of integration with external data sources.  ...  Acknowledgements This research was partially supported by the Advanced Knowledge Technologies (AKT) and OpenKnowledge (OK) projects. AKT is an Interdisciplinary Research Collaboration  ... 
doi:10.1016/j.websem.2007.11.009 fatcat:rkxiitspevddfg7pywflxxx5q4

Ease of Interaction Plus Ease of Integration: Combining Web2.0 and the Semantic Web in a Reviewing Site

Tom Heath, Enrico Motta
2008 Social Science Research Network  
In this paper we present Revyu, a reviewing and rating site in the Web2.0 mould that is built on Semantic Web infrastructure and both publishes and consumes linked RDF data.  ...  This combination of approaches affords ease of interaction for regular users and ease of integration with external data sources.  ...  Acknowledgements This research was partially supported by the Advanced Knowledge Technologies (AKT) and OpenKnowledge (OK) projects. AKT is an Interdisciplinary Research Collaboration  ... 
doi:10.2139/ssrn.3199375 fatcat:wdezhrpfunefdbjfkvaoxwxt3q

Making sense of social media streams through semantics: A survey

Kalina Bontcheva, Dominic Rout
2014 Semantic Web Journal  
This paper defines five key research questions in this new application area, examined through a survey of state-of-the-art approaches for mining semantics from social media streams; user, network, and  ...  The survey includes key methods not just from the Semantic Web research field, but also from the related areas of natural language processing and user modelling.  ...  of Twitter and Facebook messages and for proof-reading the paper.  ... 
doi:10.3233/sw-130110 fatcat:uytdbegs3ngcbpu62i4trrxjni

A Semantically Hybrid Framework of Personalizing News Recommendations

Cuong Dinh Hoa Nguyen, Ngamnij Arch-int, Somjit Arch-int
2015 International Journal of Innovative Computing, Information and Control  
In this paper, we present a semantically hybrid framework of personalizing news recommendations which focuses on mining the relationships between named entities appearing in the articles and users' interests  ...  Specifically, the recommendation engine aggregates the scores of collaborative filtering module and content-based module to produce the recommendation list.  ...  Secondly, the retrieved contents are processed in both term and semantic levels by term extraction unit and semantic annotation unit, respectively.  ... 
doi:10.24507/ijicic.11.06.1947 fatcat:rdseynvxhnexjarmv6ub57pxa4

Smart museum of everyday life history in Petrozavodsk State University: Software design and implementation of the semantic layer

Sergey A. Marchenkov, Andrey S. Vdovenko, Oksana B. Petrina, Dmitry G. Korzun
2017 2017 21st Conference of Open Innovations Association (FRUCT)  
collection with the use of semantic ranking methods and in context of the user and exhibition, 2) collaborative addition of information sources and their semantic annotation within the museum collection  ...  This paper introduces our a) system design models for agentbased programming of museum information services, b) ranking models for semantic data mining in historical and cultural heritage domain.  ...  For recommender systems based on semantic ranking algorithms Web 2.0 offers a rich semantic network with a large number of user communities and user generated content.  ... 
doi:10.23919/fruct.2017.8250186 dblp:conf/fruct/MarchenkovVPK17 fatcat:7zd3pp6dzfgb7kzx5nyunhfcva

PAD: A semantic social network

Samad Paydar, Mohsen Kahani, Fattane Zarrinkalam
2013 ICCKE 2013  
It uses the semantic web technologies in different ways: First it publishes parts of the social network data as Linked Data.  ...  Finally it uses the semantic web sources to collect required background or domain knowledge for the purpose of recommending items to the social network users.  ...  ACKNOWLEDGMENT We would like to thank members of the Information Technology Services (ITS) center of the Ferdowsi University of Mashhad for their collaboration and support in implementation and deployment  ... 
doi:10.1109/iccke.2013.6682853 fatcat:ubzrln6ztraodcryfiux54t7gi

Semantic Knowledge Graphs for the News: A Review

Andreas L. Opdahl, Tareq Al-Moslmi, Duc-Tien Dang-Nguyen, Marc Gallofré Ocaña, Bjørnar Tessem, Csaba Veres
2022 ACM Computing Surveys  
This paper reviews the research on using semantic knowledge graphs for production, distribution, and consumption of news.  ...  ICT platforms for news production, distribution, and consumption must exploit the ever-growing availability of digital data.  ...  ACKNOWLEDGMENTS CONFLICT OF INTEREST The authors are themselves involved in the News Angler project reported in [M46]. MAIN PAPERS  ... 
doi:10.1145/3543508 fatcat:l4lwafoyuncdpmc4qhj3xxekwa

HOMER: A semantically enhanced knowledge management approach in the domain of homemade explosives intelligence

Dimitrios Pappas, Iraklis Paraskakis
2017 Social Network Analysis and Mining  
, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.  ...  Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http:// creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution  ...  Fig. 1 1 Conceptual Fig. 2 2 Architecture Fig. 4 4 Examples of related content in domain-specific and general recommendations Fig. 5 5 Semantic links between current content item and recommended  ... 
doi:10.1007/s13278-017-0451-4 fatcat:cg47mfvpdneehmzo6zodkfq5ri

Social Objects Description and Recommendation in Multidimensional Social Networks: OCSO Ontology and Semantic Spreading Activation

Nicolas Marie, Fabien Gandon
2011 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing  
Then we defend the use of spreading activation algorithms to perform complex recommendation in multidimensional social networks.  ...  We define OCSO as semantic web schema to describe finely these social objects and their afferent social activity.  ...  linked data query mechanisms for end-users through their query mechanism Treo.  ... 
doi:10.1109/passat/socialcom.2011.242 dblp:conf/socialcom/MarieG11 fatcat:5esboydpljdhdnp7ielie753yi

Harmonizing semantic annotations for computational models in biology [article]

Maxwell L Neal, Matthias König, David Nickerson, Goksel Mısırlı, Reza Kalbasi, Andreas Dräger, Koray Atalag, Vijayalakshmi Chelliah, Michael Cooling, Daniel L Cook, Sharon Crook, Miguel de Alba (+17 others)
2018 bioRxiv   pre-print
Encoded as machine-readable links to knowledge resource terms, semantic annotations describe the computational or biological meaning of what models and data represent.  ...  Semantic annotation is a critical component for enhancing the interoperability and reusability of such models as well as for the integration of the data needed for model parameterization and validation  ...  Broadly, semantic annotations are a critical feature of the vision of the Semantic Web, wherein documents are linked to metadata describing the document's contents, thus facilitating search and retrieval  ... 
doi:10.1101/246470 fatcat:u6l2kxadrjaopnarlvz6psmclm
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