Publications

Link to DBLP page.

Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha Larson and Alan Hanjalic. GAPfm: Optimal Top-N Recommendations for Graded Relevance Domains. CoRR abs/1307.3855, 2013. BibTeX

@article{DBLP:journals/corr/ShiKBLH13,
	author = "Yue Shi and Alexandros Karatzoglou and Linas Baltrunas and Martha Larson and Alan Hanjalic",
	title = "GAPfm: Optimal Top-N Recommendations for Graded Relevance Domains",
	journal = "CoRR",
	volume = "abs/1307.3855",
	year = 2013,
	ee = "http://arxiv.org/abs/1307.3855",
	bibsource = "DBLP, http://dblp.uni-trier.de"
}

Linas Baltrunas, Bernd Ludwig, Stefan Peer and Francesco Ricci. Context relevance assessment and exploitation in mobile recommender systems. Personal and Ubiquitous Computing 16(5):507-526, 2012. BibTeX

@article{Baltrunas12-journal,
	author = "Linas Baltrunas and Bernd Ludwig and Stefan Peer and Francesco Ricci",
	date-added = "2012-08-22 10:45:20 +0000",
	date-modified = "2012-08-22 10:59:43 +0000",
	journal = "Personal and Ubiquitous Computing",
	number = 5,
	pages = "507-526",
	title = "Context relevance assessment and exploitation in mobile recommender systems",
	volume = 16,
	year = 2012
}

Alexandros Karatzoglou, Linas Baltrunas, Karen Church and Matthias Böhmer. Climbing the app wall: enabling mobile app discovery through context-aware recommendations. In CIKM. 2012, 2527-2530. BibTeX

@inproceedings{Karatzoglou12-app,
	author = {Alexandros Karatzoglou and Linas Baltrunas and Karen Church and Matthias B{\"o}hmer},
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "CIKM",
	crossref = "DBLP:conf/cikm/2012",
	date-added = "2013-06-28 13:58:55 +0000",
	date-modified = "2013-06-28 13:59:09 +0000",
	ee = "http://doi.acm.org/10.1145/2396761.2398683",
	pages = "2527-2530",
	title = "Climbing the app wall: enabling mobile app discovery through context-aware recommendations",
	year = 2012
}

Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha Larson, Nuria Oliver and Alan Hanjalic. CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. In Padraig Cunningham, Neil J Hurley, Ido Guy and Sarabjot Singh Anand (eds.). RecSys. 2012, 139-146. BibTeX

@inproceedings{Yue12-climf,
	author = "Yue Shi and Alexandros Karatzoglou and Linas Baltrunas and Martha Larson and Nuria Oliver and Alan Hanjalic",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "RecSys",
	date-added = "2012-09-19 13:29:13 +0000",
	date-modified = "2012-09-19 13:30:27 +0000",
	editor = "Padraig Cunningham and Neil J. Hurley and Ido Guy and Sarabjot Singh Anand",
	pages = "139-146",
	title = "CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering",
	year = 2012
}

Omar Moling, Linas Baltrunas and Francesco Ricci. Optimal radio channel recommendations with explicit and implicit feedback. In Padraig Cunningham, Neil J Hurley, Ido Guy and Sarabjot Singh Anand (eds.). Sixth ACM Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012. 2012, 75-82. BibTeX

@inproceedings{DBLP:conf/recsys/MolingBR12,
	author = "Omar Moling and Linas Baltrunas and Francesco Ricci",
	title = "Optimal radio channel recommendations with explicit and implicit feedback",
	booktitle = "Sixth ACM Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012",
	year = 2012,
	pages = "75-82",
	editor = "Padraig Cunningham and Neil J. Hurley and Ido Guy and Sarabjot Singh Anand",
	isbn = "978-1-4503-1270-7",
	ee = "http://doi.acm.org/10.1145/2365952.2365971",
	bibsource = "DBLP, http://dblp.uni-trier.de} publisher = {ACM"
}

Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha Larson, Alan Hanjalic and Nuria Oliver. TFMAP: optimizing MAP for top-n context-aware recommendation. In William R Hersh, Jamie Callan, Yoelle Maarek and Mark Sanderson (eds.). The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16. 2012, 155-164. BibTeX

@inproceedings{Shi12-tfmap,
	author = "Yue Shi and Alexandros Karatzoglou and Linas Baltrunas and Martha Larson and Alan Hanjalic and Nuria Oliver",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16",
	date-added = "2012-08-22 10:44:01 +0000",
	date-modified = "2012-08-22 10:59:50 +0000",
	editor = "William R. Hersh and Jamie Callan and Yoelle Maarek and Mark Sanderson",
	ee = "http://doi.acm.org/10.1145/2348283.2348308",
	pages = "155-164",
	publisher = "ACM",
	title = "TFMAP: optimizing MAP for top-n context-aware recommendation",
	year = 2012
}

Gediminas Adomavicius, Linas Baltrunas, Tim Hussein, Francesco Ricci and Alexander Tuzhilin. 3rd workshop on context-aware recommender systems (CARS 2011). In Bamshad Mobasher, Robin D Burke, Dietmar Jannach and Gediminas Adomavicius (eds.). Proceedings of the 2011 ACM Conference on Recommender Systems, RecSys 2011, Chicago, IL, USA, October 23-27, 2011. 2011, 379-380. BibTeX

@inproceedings{Baltrunas11-CARS,
	author = "Gediminas Adomavicius and Linas Baltrunas and Tim Hussein and Francesco Ricci and Alexander Tuzhilin",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2011 ACM Conference on Recommender Systems, RecSys 2011, Chicago, IL, USA, October 23-27, 2011",
	date-added = "2012-08-22 15:35:55 +0000",
	date-modified = "2012-08-22 15:36:38 +0000",
	editor = "Bamshad Mobasher and Robin D. Burke and Dietmar Jannach and Gediminas Adomavicius",
	pages = "379-380",
	publisher = "ACM",
	title = "3rd workshop on context-aware recommender systems (CARS 2011)",
	year = 2011
}

Linas Baltrunas, Bernd Ludwig and Francesco Ricci. Matrix factorization techniques for context aware recommendation. In Bamshad Mobasher, Robin D Burke, Dietmar Jannach and Gediminas Adomavicius (eds.). Proceedings of the 2011 ACM Conference on Recommender Systems, RecSys 2011, Chicago, IL, USA, October 23-27, 2011. 2011, 301-304. BibTeX

@inproceedings{Baltrunas11-camf,
	author = "Linas Baltrunas and Bernd Ludwig and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2011 ACM Conference on Recommender Systems, RecSys 2011, Chicago, IL, USA, October 23-27, 2011",
	date-added = "2012-08-22 15:33:47 +0000",
	date-modified = "2012-08-22 15:35:20 +0000",
	editor = "Bamshad Mobasher and Robin D. Burke and Dietmar Jannach and Gediminas Adomavicius",
	pages = "301-304",
	publisher = "ACM",
	title = "Matrix factorization techniques for context aware recommendation",
	year = 2011
}

Linas Baltrunas, Bernd Ludwig and Francesco Ricci. Context relevance assessment for recommender systems. In Pearl Pu, Michael J Pazzani, Elisabeth André and Doug Riecken (eds.). Proceedings of the 2011 International Conference on Intelligent User Interfaces, February 13-16, 2011, Palo Alto, CA, USA. 2011, 287-290. BibTeX

@inproceedings{Baltrunas11-relevance,
	author = "Linas Baltrunas and Bernd Ludwig and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2011 International Conference on Intelligent User Interfaces, February 13-16, 2011, Palo Alto, CA, USA",
	date-added = "2012-08-22 15:32:44 +0000",
	date-modified = "2012-08-22 15:33:26 +0000",
	editor = "Pearl Pu and Michael J. Pazzani and Elisabeth Andr{\'e} and Doug Riecken",
	pages = "287-290",
	publisher = "ACM",
	title = "Context relevance assessment for recommender systems",
	year = 2011
}

Linas Baltrunas, Bernd Ludwig, Stefan Peer and Francesco Ricci. Context-Aware Places of Interest Recommendations for Mobile Users. In Aaron Marcus (ed.). HCI (9) 6769. 2011, 531-540. BibTeX

@inproceedings{Baltrunas11-hciRerex,
	author = "Linas Baltrunas and Bernd Ludwig and Stefan Peer and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "HCI (9)",
	date-added = "2012-08-22 15:28:09 +0000",
	date-modified = "2012-08-22 15:31:17 +0000",
	editor = "Aaron Marcus",
	ee = "http://dx.doi.org/10.1007/978-3-642-21675-6_61",
	pages = "531-540",
	publisher = "Springer",
	series = "Lecture Notes in Computer Science",
	title = "Context-Aware Places of Interest Recommendations for Mobile Users",
	volume = 6769,
	year = 2011
}

Linas Baltrunas, Marius Kaminskas, Bernd Ludwig, Omar Moling, Francesco Ricci, Aykan Aydin, Karl-Heinz Lüke and Roland Schwaiger. InCarMusic: Context-Aware Music Recommendations in a Car. In Christian Huemer and Thomas Setzer (eds.). E-Commerce and Web Technologies - 12th International Conference, EC-Web 2011, Toulouse, France, August 30 - September 1, 2011. Proceedings. 2011, 89-100. BibTeX

@inproceedings{Baltrunas11-incar,
	author = {Linas Baltrunas and Marius Kaminskas and Bernd Ludwig and Omar Moling and Francesco Ricci and Aykan Aydin and Karl-Heinz L{\"u}ke and Roland Schwaiger},
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "E-Commerce and Web Technologies - 12th International Conference, EC-Web 2011, Toulouse, France, August 30 - September 1, 2011. Proceedings",
	date-added = "2012-08-22 15:26:21 +0000",
	date-modified = "2012-08-22 15:27:30 +0000",
	editor = "Christian Huemer and Thomas Setzer",
	pages = "89-100",
	series = "Lecture Notes in Business Information Processing",
	title = "InCarMusic: Context-Aware Music Recommendations in a Car",
	year = 2011
}

Linas Baltrunas, Tadas Makcinskas and Francesco Ricci. Group recommendations with rank aggregation and collaborative filtering. In Xavier Amatriain, Marc Torrens, Paul Resnick and Markus Zanker (eds.). Proceedings of the 2010 ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, September 26-30. 2010, 119-126. BibTeX

@inproceedings{Baltrunas10-group,
	author = "Linas Baltrunas and Tadas Makcinskas and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2010 ACM Conference on Recommender Systems, RecSys 2010, Barcelona, Spain, September 26-30",
	crossref = "DBLP:conf/recsys/2010",
	date-added = "2012-08-22 15:23:41 +0000",
	date-modified = "2012-08-22 15:24:36 +0000",
	editor = "Xavier Amatriain and Marc Torrens and Paul Resnick and Markus Zanker",
	pages = "119-126",
	title = "Group recommendations with rank aggregation and collaborative filtering",
	year = 2010
}

Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas and Nuria Oliver. Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. In Xavier Amatriain, Marc Torrens, Paul Resnick and Markus Zanker (eds.). RecSys. 2010, 79-86. BibTeX

@inproceedings{Karatzoglou10-tf,
	author = "Alexandros Karatzoglou and Xavier Amatriain and Linas Baltrunas and Nuria Oliver",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "RecSys",
	date-added = "2012-08-22 15:21:12 +0000",
	date-modified = "2012-08-22 15:22:18 +0000",
	editor = "Xavier Amatriain and Marc Torrens and Paul Resnick and Markus Zanker",
	pages = "79-86",
	publisher = "ACM",
	title = "Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering",
	year = 2010
}

Linas Baltrunas and Francesco Ricci. Context-based splitting of item ratings in collaborative filtering. In Lawrence D Bergman, Alexander Tuzhilin, Robin D Burke, Alexander Felfernig and Lars Schmidt-Thieme (eds.). Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009. 2009, 245-248. BibTeX

@inproceedings{Baltrunas09-itemsplitting,
	author = "Linas Baltrunas and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009",
	date-added = "2012-08-22 15:37:29 +0000",
	date-modified = "2012-08-22 15:39:46 +0000",
	editor = "Lawrence D. Bergman and Alexander Tuzhilin and Robin D. Burke and Alexander Felfernig and Lars Schmidt-Thieme",
	pages = "245-248",
	publisher = "ACM",
	title = "Context-based splitting of item ratings in collaborative filtering",
	year = 2009
}

Linas Baltrunas. Exploiting contextual information in recommender systems. In Pearl Pu, Derek G Bridge, Bamshad Mobasher and Francesco Ricci (eds.). Proceedings of the 2008 ACM Conference on Recommender Systems, RecSys 2008, Lausanne, Switzerland, October 23-25, 2008. 2008, 295-298. BibTeX

@inproceedings{Baltrunas08-context,
	author = "Linas Baltrunas",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Proceedings of the 2008 ACM Conference on Recommender Systems, RecSys 2008, Lausanne, Switzerland, October 23-25, 2008",
	date-added = "2012-08-22 15:39:31 +0000",
	date-modified = "2012-08-22 15:40:26 +0000",
	editor = "Pearl Pu and Derek G. Bridge and Bamshad Mobasher and Francesco Ricci",
	pages = "295-298",
	publisher = "ACM",
	title = "Exploiting contextual information in recommender systems",
	year = 2008
}

Linas Baltrunas and Francesco Ricci. Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations. In Wolfgang Nejdl, Judy Kay, Pearl Pu and Eelco Herder (eds.). Adaptive Hypermedia and Adaptive Web-Based Systems, 5th International Conference, AH 2008, Hannover, Germany, July 29 - August 1, 2008. Proceedings 5149. 2008, 22-31. BibTeX

@inproceedings{BaltrunasR08-ah,
	author = "Linas Baltrunas and Francesco Ricci",
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Adaptive Hypermedia and Adaptive Web-Based Systems, 5th International Conference, AH 2008, Hannover, Germany, July 29 - August 1, 2008. Proceedings",
	date-added = "2012-08-22 15:38:30 +0000",
	date-modified = "2012-08-22 15:39:08 +0000",
	editor = "Wolfgang Nejdl and Judy Kay and Pearl Pu and Eelco Herder",
	ee = "http://dx.doi.org/10.1007/978-3-540-70987-9_5",
	pages = "22-31",
	title = "Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations",
	volume = 5149,
	year = 2008
}

Linas Baltrunas, Arturas Mazeika and Michael H Böhlen. Multi-dimensional Histograms with Tight Bounds for the Error. In Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 11-14 December 2006, Delhi, India. 2006, 105-112. BibTeX

@inproceedings{Baltrunas06-hired,
	author = {Linas Baltrunas and Arturas Mazeika and Michael H. B{\"o}hlen},
	bibsource = "DBLP, http://dblp.uni-trier.de",
	booktitle = "Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 11-14 December 2006, Delhi, India",
	date-added = "2012-08-22 15:40:41 +0000",
	date-modified = "2012-08-22 15:41:16 +0000",
	pages = "105-112",
	publisher = "IEEE Computer Society",
	title = "Multi-dimensional Histograms with Tight Bounds for the Error",
	year = 2006
}