Duine Framework (Inactive)


Notes:

Duine Framework was a collection of software libraries that allowed developers to create prediction engines.

Resources:

References:

See also:

100 Best Apache Mahout Videos100 Best Recommender System VideosConversational Recommender SystemsRecommender Dialog Systems 2011 | Recommender Dialog Systems 2012


A framework for the domain-independent collection of attention metadata M Scheffel, M Friedrich, K Niemann… – Sustaining TEL: From …, 2010 – Springer … approach significantly. The duine framework [5] provides a set of software libraries allowing develop- ers to integrate prediction engines into a specific domain. The services range from collecting data to recommending items. The … Cited by 5 Related articles All 5 versions

An adaptive hybrid recommender system that learns domain dynamics F Aksel, A Birtürk – … Workshop on Handling Concept Drift in …, 2010 – wwwis.win.tue.nl … In our system, we chose the Duine Framework 1, which is an open-source hybrid recommendation system [6]. The Duine framework allows users to develop their own prediction engines. … 1 http://duineframework. org/ 50 Page 57. … Cited by 3 Related articles All 4 versions

CrosSing: A framework to develop knowledge-based recommenders in cross domains M AZAK – 2010 – etd.lib.metu.edu.tr Page 1. CROSSING: A FRAMEWORK TO DEVELOP KNOWLEDGE-BASED RECOMMENDERS IN CROSS DOMAINS A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY BY … Cited by 4 Related articles All 2 versions

Evaluating the effectiveness of personalised recommender systems in learning networks H Drachsler, H Hummel, B van den Berg… – … Network Services for …, 2009 – Springer … On the framework side you can choose between three different recommender systems the Taste, the CoFE, and the Duine framework. … Finally, the Duine (http://sourceforge.net/projects/duine/) framework allows users to develop own prediction engines for recommender systems. … Cited by 4 Related articles All 5 versions

Recommendation of Television Programs AP Lucas – fenix.tecnico.ulisboa.pt … To evaluate the various techniques, I developed a prototype recommendation system using the Duine Framework [29]. In order to compare the studied techniques, I began by collecting and statistically defining a test data set, given that no specific standard data set Page 2. … Related articles

Sharing enriched multimedia experiences across heterogeneous network infrastructures C Hesselman, D Abbadessa… – Communications …, 2010 – ieeexplore.ieee.org Page 1. IEEE Communications Magazine • June 2010 54 0163-6804/10/$25.00 © 2010 IEEE At the time of writing Keir Shepherd worked for Hewlett-Packard Labs, and Robert de Groote worked for Novay. CONSUMER COMMUNICATIONS AND NETWORKING … Cited by 12 Related articles All 3 versions

The Architecture and Datasets of Docear’s Research Paper Recommender System S Langer, B Gipp – Under Review at RecSys2014. Pre-print available at …, 2014 – docear.org … Some of them are LensKit, Recommender101, EasyRec, Crab, Mahout, MyMediaLite, RecLab, R-Forge, and the Duine Framework. 3. INTRODUCTION TO DOCEAR Docear is an open source literature suite for organizing references and PDFs. … Cited by 3 Related articles

A food recommender for patients in a care facility T De Pessemier, S Dooms, L Martens – … of the 7th ACM conference on …, 2013 – dl.acm.org … ACM. [7] Telematica Instituut / Novay. Duine Framework, 2009. Online available at http://duineframework.org/. [8] J. Wagner, G. Geleijnse, and A. van Halteren. Guidance and support for healthy food preparation in an augmented kitchen. … Related articles All 2 versions

Social Recommendations for Events. T De Pessemier, J Minnaert, K Vanhecke, S Dooms… – RSWeb@ …, 2013 – ceur-ws.org … ACM. [8] Telematica Instituut / Novay. Duine Framework, 2009. Available at http://duineframework.org/. [9] J. Ugander, B. Karrer, L. Backstrom, and C. Marlow. The anatomy of the facebook social graph. arXiv preprint arXiv:1111.4503, 2011. Cited by 1 Related articles All 5 versions

Testing and evaluating tag recommenders in a live system R Jäschke, F Eisterlehner, A Hotho… – Proceedings of the third …, 2009 – dl.acm.org … Since f al- ways appears together with T(u, r), it should be clear from context, which f is meant. 5 http://duineframework.org/ User Database post request tags post tags post tags Internet WebApp Multiplexer Recommender Recommender Recommender Clicklog user events … Cited by 24 Related articles All 3 versions

Offline optimization for user-specific hybrid recommender systems S Dooms, T De Pessemier, L Martens – Multimedia Tools and Applications, 2013 – Springer Page 1. Multimed Tools Appl DOI 10.1007/s11042-013-1768-2 Offline optimization for user-specific hybrid recommender systems Simon Dooms ·Toon De Pessemier ·Luc Martens © Springer Science+Business Media New York 2013 … Related articles All 3 versions

Design and evaluation of a group recommender system T De Pessemier, S Dooms, L Martens – … of the sixth ACM conference on …, 2012 – dl.acm.org … Norwell, MA, USA, 2001. [7] Telematica Instituut/Novay. Duine Framework, 2009. Available at http://duineframework.org/. [8] The Apache Software Foundation. Apache Mahout, 2012. Available at http://mahout.apache.org/. 228 Cited by 3 Related articles All 3 versions

A framework for the rapid prototyping of knowledgebased recommender systems in the learning domain A Ruiz-Iniesta, G Jiménez-Díaz… – Journal of Research …, 2012 – search.informit.com.au … Nowadays, there exist some libraries that help in the development of recommender systems, for example: Mahout1, Duine2, MyMediaLite 1 http://mahout.apache.org/ 2 http://www. duineframework.org/ Page 3. Journal of Research and Practice in Information Technology, Vol. … Cited by 2 Related articles All 12 versions

Enhancing Accuracy of Hybrid Recommender Systems through Adapting the Domain Trends F Aksel, A Birtürk – Workshop on the Practical Use of …, 2010 – etd.lib.metu.edu.tr … vision that sparked the writing of this thesis. I would like to thank Mark van Setten and the creators of the Duine Framework for producing a high quality piece of software and making it open-source. … 14 Table 2.2 Duine Framework Prediction Techniques . . . . . … Cited by 2 Related articles All 8 versions

MyMediaLite: A free recommender system library Z Gantner, S Rendle, C Freudenthaler… – Proceedings of the fifth …, 2011 – dl.acm.org … Software URL Duine http://duineframework.org GraphLab http://graphlab.org LensKit http://lenskit.grouplens.org Mahout http://mahout.apache.org MultiLens http://knuth.luther.edu/~ bmiller/dynahome.php?page=multilens MyMediaLite http://ismll.de/mymedialite RecLab http … Cited by 71 Related articles All 7 versions

Prea: Personalized recommendation algorithms toolkit J Lee, M Sun, G Lebanon – The Journal of Machine Learning Research, 2012 – dl.acm.org … 3. Details can be found at https://cwiki.apache.org/confluence/display/MAHOUT/. 4. Details can be found at http://taste.sourceforge.net/old.html. 5. Details can be found at http://www. duineframework.org/. 6. Details can be found at http://www.nongnu.org/cofi/. … Cited by 3 Related articles All 6 versions

Synergy: A Workbench for Collaborative Filtering Algorithms on User Interaction Data BK Tareen, J Lee, S Lee – Info International Workshop on User Data …, 2010 – ids.snu.ac.kr … 11. “Delicious,” http://delicious.com. 12. Socially Collaborative Filtering: Give Users Relevant Content, CISCO, 2008. 13. “Duine-Framework,” http://www.duineframework.org/. 14. “Last.fm,” http://www.last.fm. 15. “Java Simple Plugin Framework,” http://code.google.com/p/jspf/. Related articles All 6 versions

Comparison of group recommendation algorithms T De Pessemier, S Dooms, L Martens – Multimedia Tools and Applications, 2013 – Springer … of the content items. As a content-based solution, the Inter- estLMS predictor of the open source implementation of the Duine framework [31] is adopted (and extended to consider extra metadata attributes). Based on the metadata … Cited by 2 Related articles

Integrating user modeling approaches into a framework for recommender agents D Godoy, S Schiaffino, A Amandi – Internet Research, 2010 – emeraldinsight.com Purpose – Recommender agents are used to make recommendations of interesting items in a wide variety of application domains, such as web page recommendation, music, e-commerce, movie recommendation, tourism, restaurant recommendation, among others. Despite the … Cited by 5 Related articles All 2 versions

Universal Recommender System P Cvengroš, P Cvengroš – 2011 – unresyst.googlecode.com … listened yesterday. In our notation: ˆuR(Bob, Beck) = (0.8,“Bob has listened to Sonic Youth band, which is similar to Beck”). Our expectancy concept is similar to the one used in the Duine framework [16]. The prediction techniques … Cited by 1 Related articles All 2 versions

Hybreed: A software framework for developing context-aware hybrid recommender systems T Hussein, T Linder, W Gaulke, J Ziegler – User Modeling and User- …, 2014 – Springer Page 1. User Model User-Adap Inter (2014) 24:121–174 DOI 10.1007/s11257-012-9134-z ORIGINAL PAPER Hybreed: A software framework for developing context-aware hybrid recommender systems Tim Hussein · Timm Linder · Werner Gaulke · Jürgen Ziegler … Cited by 10 Related articles All 4 versions