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A Survey on Linked Data and the Social Web as Facilitators for TEL Recommender Systems [chapter]

Stefan Dietze, Hendrik Drachsler, Daniela Giordano
2014 Recommender Systems for Technology Enhanced Learning  
In this context, information retrieval techniques are applied as part of TEL recommender systems to filter and recommend learning resources or peer learners according to user preferences and requirements  ...  A kind of reference dataset is needed for the TEL recommender systems field, as is the MovieLens dataset 5 in the e-commerce field.  ...  Information management solutions have to apply data and learning analytics methods to provide highly personalised and contextaware views on heterogeneous Web data.  ... 
doi:10.1007/978-1-4939-0530-0_3 fatcat:72ewe3nnm5be5mygqyicy4m2gy

ACOTA: A Multilingual and Semi-Automatic Collaborative Tagging Web-based Approach

Cesar Luis Alvargonzález, Jose María Álvarez Rodríguez, José Emilio Labra Gayo, Patricia Ordóñez de Pablos
2014 Journal of Web Engineering  
A reference web architecture called ACOTA (Automatic Collaborative Tagging) is also described in order to show the recommendation capabilities of this approach with the aim to assist users when multilingual  ...  Finally a quantitative research in the context of corporate knowledge management is also presented to evaluate and assess the goodness and accuracy of the methodology to minimize the effort of multilingual  ...  Acknowledgements ACOTA is a subproject of the ORIGIN project, co-financed by ERDF (European Regional Development Fund), with the aim of increasing the productivity of software development activities in  ... 
dblp:journals/jwe/AlvargonzalezRGP14 fatcat:wohat7gn4zdv3d6zjtr4ht3l3a

Knowledge-based access to art collections: the KIRA system

Flora Amato, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì
2017 Sistemi Evoluti per Basi di Dati  
Using ad-hoc APIs, our system can also support several applications: mobile multimedia guides, web portals to promote the Cultural Heritage, multimedia recommender and storytelling systems and so on.  ...  KIRA thus provides retrieval and presentation functionalities to search information of interest and present it to the users in a suitable format and according to their needs.  ...  In particular, KIRA retrieves user comments and posts information about a given CI by exploiting the related APIs.  ... 
dblp:conf/sebd/AmatoMPS17 fatcat:sbk4hat5crcdjp7rtytyt7hcyi

An Infrastructure for Workplace Learning Analytics: Tracing Knowledge Creation with the Social Semantic Server

Adolfo Ruiz-Calleja, Sebastian Dennerlein, Dominik Kowald, Dieter Theiler, Elizabeth Lex, Tobias Ley
2019 Journal of Learning Analytics  
The SSS collects data from workplace learning tools, integrates it into a common data model based on a semantically enriched artifact-actor network, and offers it back for LA applications to exploit the  ...  In this paper, we propose the Social Semantic Server (SSS) as a service-based infrastructure for workplace and professional learning analytics (LA).  ...  Funding This research has been partially funded by the FP7 ICT Workprogramme of the European Community: "Learning Layers -Scaling up Technologies for Informal Learning in SME Clusters" (grant no. 318209  ... 
doi:10.18608/jla.2019.62.9 fatcat:k36kvfrhmjfkbjj32eqztipk3y

Recommending multimedia visiting paths in cultural heritage applications

Ilaria Bartolini, Vincenzo Moscato, Ruggero G. Pensa, Antonio Penta, Antonio Picariello, Carlo Sansone, Maria Luisa Sapino
2014 Multimedia tools and applications  
In this paper, we present a general recommendation framework able to uniformly manage heterogeneous multimedia data coming from several web repositories and to provide context-aware recommendation techniques  ...  supporting intelligent multimedia services for the users -i.e. dynamic visiting paths for a given environment.  ...  For the images of paintings/sculptures we used as semantic tags author, genre and subject information, in turn for texts (describing paintings authors or subjects) we chose as tags title and keywords.  ... 
doi:10.1007/s11042-014-2062-7 fatcat:ksjcltx5efcnhmjfqgyl4syra4

A study of heterogeneity in recommendations for a social music service

Alejandro Bellogín, Iván Cantador, Pablo Castells
2010 Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems - HetRec '10  
The obtained results show that, in Last.fm, social tagging and explicit social networking information provide effective and heterogeneous item recommendations.  ...  Aiming to identify which are the sources of information (ratings, tags, social contacts, etc.) most valuable for recommendation, we evaluate a number of content-based, collaborative filtering and social  ...  The vast amount and heterogeneity of the available contents in social media overwhelm human information processing capabilities and raise a wide range of research challenges in information management and  ... 
doi:10.1145/1869446.1869447 fatcat:o5xusuzo3jgjfpj7557wwmwlze

Collaborative mashup development in Enterprise 2.0

Devis Bianchini, Valeria De Antonellis, Michele Melchiori
2012 Interop-Vlab.It Workshop on Pervasive Computing for Networked Enterprises  
In the discussed model, a mashup developer is supported in searching for assistance from developers owning specific knowledge, according to typical collaboration patterns.  ...  In this paper, we focus on collaboration in software development processes where the process activities are simplified by discovering and exploiting specific knowledge available inside the organization  ...  Future work includes the development of a software prototype to be integrated in an Enterprise 2.0 platform and extension of the model by considering additional information, like tags, Web APIs categories  ... 
dblp:conf/invit/BianchiniAM12 fatcat:ov6gmnnarbghxcbfivb6yjquqm

Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization [chapter]

Yao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu
2016 Lecture Notes in Computer Science  
In this paper, we propose an efficient regularization framework to enhance mashup discovery by leveraging heterogeneous information network between mashups and their components.  ...  With the development of service oriented computing, web mashups which provide composite services are increasing rapidly in recent years, posing the challenge of searching appropriate mashups for a given  ...  [3] proposed a recommendation approach for mashup service that utilizes both users' interests and the social network based on relationships among mashups, APIs and tags.  ... 
doi:10.1007/978-3-319-31753-3_35 fatcat:ypnblf743bg23igefetyph7bhy

Searching and Exploring Data in a Software Architecture for Film-Induced Tourism [chapter]

Sandro Savino, Nicola Orio
2017 Communications in Computer and Information Science  
Film induced tourism is a recent phenomenon, rising increasing interest in tourism management and promotion.  ...  of film-induced tourism, capable of storing and providing rich information about the movies produced in a selected geographic area.  ...  The authors thanks the colleagues in film study, Farah Polato and Giulia Lavarone, who collaborated to the system design and coordinated the population of the database  ... 
doi:10.1007/978-3-319-56300-8_7 fatcat:xjktmvh2lvaapblbjkpu6gg4m4

Mining Collaboration Patterns between APIs for Mashup Creation in Web of Things

Mingdong Tang, Yanmin Xia, Bing Tang, Yongmei Zhou, Buqing Cao, Rong Hu
2019 IEEE Access  
Based on a real-world mashup and Web API repository, PragrammableWeb.com, we exploit the text description and tags of Web APIs and employ an FP-growth-based association mining algorithm to discover popular  ...  This paper proposes an approach to mining collaboration patterns between APIs to aid mashup creation for the WoT.  ...  However, all of above methods aim at exploiting API collaboration relationships to recommend APIs for mashup creation.  ... 
doi:10.1109/access.2019.2894297 fatcat:c64q3euq75fgzpdqfqnqa46m5u

Web-Based Management of the Internet of Things

Lina Yao, Quan Z. Sheng, Schahram Dustdar
2015 IEEE Internet Computing  
Data Access and the Sensor Hive The data access layer manages RFID tags and sensors associated with physical things; collects raw RFID and sensor data and processes them; and provides a universal API for  ...  To perform mashups of heterogeneous things, Paraimpu exploits several strong abstractions. In the Hyperpipe project (http://geoweb.crs4.it/doku.php?  ... 
doi:10.1109/mic.2015.77 fatcat:mmsdxdldkvazve2udy6zhtc6pm

EventMedia: A LOD dataset of events illustrated with media

Houda Khrouf, Raphaël Troncy, Pascal Hitzler
2016 Semantic Web Journal  
This opens an opportunity to create an infrastructure unifying event-centric information derived from event directories, media platforms and social networks.  ...  In order to create such infrastructure, EventMedia relies on Semantic Web technologies that ensures seamless aggregation and integration of disparate data sources, some of which overlap in their coverage  ...  The first module is based on a RESTful service that allows for the unification of various Web APIs by exploiting their commonality in terms of described methods, inputs and responses.  ... 
doi:10.3233/sw-150184 fatcat:htf5sxvf4bcsjingtbt7gu3sma

StORMeD: Stack Overflow Ready Made Data

Luca Ponzanelli, Andrea Mocci, Michele Lanza
2015 2015 IEEE/ACM 12th Working Conference on Mining Software Repositories  
Stack Overflow is the de facto Question and Answer (Q&A) website for developers, and it has been used in many approaches by software engineering researchers to mine useful data.  ...  However, the contents of a Stack Overflow discussion are inherently heterogeneous, mixing natural language, source code, stack traces and configuration files in XML or JSON format.  ...  In many cases, the phase of mining Stack Overflow resulted to be the fundamental part for studies concerning, for example, recommender systems [4] , [5] , [6] , extraction of code in informal documentation  ... 
doi:10.1109/msr.2015.67 dblp:conf/msr/PonzanelliML15a fatcat:zbxhkmn2xjedzd3olnkkvscj5e

Semantic Collaborative Tagging for Web APIs Sharing and Reuse [chapter]

Devis Bianchini, Valeria De Antonellis, Michele Melchiori
2012 Lecture Notes in Computer Science  
Moreover, they can exploit new searching facilities to find out relevant Web APIs according to different search scenarios and reuse them for fast deployment of new applications.  ...  In this paper we describe a Web API semantic collaborative tagging system to be implemented on top of the public ProgrammableWeb Web API repository.  ...  This model has been extended in [9] with traditional API tagging to exploit collective knowledge for Web API recommendation, but also in this case ratings and designers' expertise are not taken into  ... 
doi:10.1007/978-3-642-31753-8_6 fatcat:pcz52c225jb4jjtm7t5ystb3xu

TIPSTER-compatible projects at Sheffield

Hamish Cunningham, Kevin Humphreys, Robert Gaizauskas, Yorick Wilks
1996 Proceedings of a workshop on held at Vienna, Virginia May 6-8, 1996 -  
To this end, Sheffield has produced GATE -a TIPSTER-compatible General Architecture for Text Engineering -providing an environment in which a number of Sheffield projects are currently being developed.  ...  "Some advances in transformation-based part of speech tagging". In Proceedings of the Twelfth National Conference on Artificial Intel-  ...  "The "whiteboard" architecture: A way to integrate heterogeneous components of NLP systems". In Proceedings of the 16th Insternational Conference on Computational Linguistics (COLING-94). 1994.  ... 
doi:10.3115/1119018.1119048 dblp:conf/tipster/CunninghamHGW96 fatcat:qmrslsci4jcu3ez37odobyqacm
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