Preference Learning - Versionsgeschichte

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Gubachelier: /* Table of contents (20 chapters) */

2015-11-30T16:49:19Z

‎Table of contents (20 chapters)

Gubachelier: /* Table of contents (20 chapters) */

2015-11-30T16:46:36Z

‎Table of contents (20 chapters)

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Gubachelier am 30. November 2015 um 16:43 Uhr

2015-11-30T16:43:03Z

Gubachelier: /* Table of contents (20 chapters) */

2015-11-29T16:05:45Z

‎Table of contents (20 chapters)

Gubachelier am 29. November 2015 um 11:51 Uhr

2015-11-29T11:51:41Z

Gubachelier: /* Table of contents (20 chapters) */

2015-11-29T11:33:52Z

‎Table of contents (20 chapters)

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2015-11-29T11:24:13Z

‎Table of contents (20 chapters)

Gubachelier: /* Table of contents (20 chapters) */

2015-11-29T11:02:07Z

‎Table of contents (20 chapters)

@@ Zeile 153: / Zeile 153: @@
 * Learning to rank in vector spaces and social networks (Soumen Chakrabarti)
-: WWW 2007
+: WWW 2007 http://www.cse.iitb.ac.in/~soumen/doc/www2007/
 * Learning to rank for information retrieval (Tie-Yan Liu)
-: WWW 2009
+: WWW 2009 http://www2009.org/pdf/T7A-LEARNING%20TO%20RANK%20TUTORIAL.pdf
-: WWW 2008
+: WWW 2008 http://research.microsoft.com/en-us/people/tyliu/learning_to_rank_tutorial_-_www_-_2008.pdf
-: SIGIR 2008
+: SIGIR 2008 http://research.microsoft.com/en-us/people/tyliu/letor-tutorial-sigir08.pdf
 * Learning to rank (Yisong Yue, Filip Radlinski)
-: NESCAI 2008
+: NESCAI 2008 http://www.cs.cornell.edu/Conferences/nescai/nescai08/tutorials.php#l2r
 * Learning to rank (Hang Li)
-: ACL-IJCNLP 2009
+: ACL-IJCNLP 2009 http://research.microsoft.com/en-us/people/hangli/li-acl-ijcnlp-2009-tutorial.pdf
-: ACML 2010
+: ACML 2010 http://research.microsoft.com/en-us/people/hangli/acml-tutorial.pdf
 '''Special Issues'''
-* Eyke Hüllermeier, Johannes Fürnkranz, Special Issue on Preference Learning and Ranking, Machine Learning.
+* Eyke Hüllermeier, Johannes Fürnkranz, Special Issue on Preference Learning and Ranking, Machine Learning. http://www.preference-learning.org/preference-learning-and-ranking
 * Tie-Yan Liu, Thorsten Joachims, Hang Li and Chengxiang Zhai, Special Issue on Learning to Rank for Information Retrieval, Information Retrieval 13(3), 2010.
 '''Books'''
-* Tie-Yan Liu, Learning to Rank for Information Retrieval, Springer-Verlag, 2011.
+* Tie-Yan Liu, Learning to Rank for Information Retrieval, Springer-Verlag, 2011. http://www.springer.com/computer/database+management+%26+information+retrieval/book/978-3-642-14266-6
-* Hang Li, Learning to Rank for Information Retrieval and Natural Language Processing, Morgan & Claypool Publishers, 2011.
+* Hang Li, Learning to Rank for Information Retrieval and Natural Language Processing, Morgan & Claypool Publishers, 2011. http://www.morganclaypool.com/doi/abs/10.2200/S00348ED1V01Y201104HLT012
-* Johannes Fürnkranz & Eyke Hüllermeier (eds.) Preference Learning, Springer-Verlag, 2010.
+* Johannes Fürnkranz & Eyke Hüllermeier (eds.) Preference Learning, Springer-Verlag, 2010. http://link.springer.com/book/10.1007/978-3-642-14125-6
-* Tie-Yan Liu, Learning to Rank for Information Retrieval, Foundations and Trends in Information Retrieval 3(3), Now Publishers, 2009.
+* Tie-Yan Liu, Learning to Rank for Information Retrieval, Foundations and Trends in Information Retrieval 3(3), Now Publishers, 2009. http://www.nowpublishers.com/product.aspx?product=INR&doi=1500000016
-* Francesca Rossi, Kristen Brent Venable, Toby Walsh, A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice, Morgan & Claypool Publishers, 2011.
+* Francesca Rossi, Kristen Brent Venable, Toby Walsh, A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice, Morgan & Claypool Publishers, 2011. http://www.morganclaypool.com/doi/abs/10.2200/S00372ED1V01Y201107AIM014
-* Souhila Kaci, Working with Preferences: Less Is More, Springer-Verlag, 2011.
+* Souhila Kaci, Working with Preferences: Less Is More, Springer-Verlag, 2011. http://www.springer.com/computer/ai/book/978-3-642-17279-3

← Nächstältere Version		Version vom 30. November 2015, 16:49 Uhr
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	== Table of contents (20 chapters) ==		== Table of contents (20 chapters) ==
		+
		+	'''Introduction '''

	* Front Matter. http://link.springer.com/content/pdf/bfm%3A978-3-642-14125-6%2F1%2F1.pdf		* Front Matter. http://link.springer.com/content/pdf/bfm%3A978-3-642-14125-6%2F1%2F1.pdf

@@ Zeile 36: / Zeile 36: @@
 '''Label Ranking'''
 *  Shankar Vembu, Thomas Gärtner: [[Label Ranking Algorithms: A Survey]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 45-64. http://dx.doi.org/10.1007/978-3-642-14125-6_3 http://www-kd.iai.uni-bonn.de/pubattachments/399/VembuG09Book.pdf
@@ Zeile 68: / Zeile 70: @@
 '''Preferences in Multi-Attribute Domains'''
 *  Fusun Yaman, Thomas J. Walsh, Michael L. Littman, Marie desJardins: [[Learning Lexicographic Preference Models]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 251-272. http://dx.doi.org/10.1007/978-3-642-14125-6_12

@@ Zeile 106: / Zeile 106: @@
 === Sonstige Links ===
-http://link.springer.com/book/10.1007/978-3-642-14125-6
+''' Additional Infos from http://www.preference-learning.org'''
 '''Workshops'''

← Nächstältere Version		Version vom 30. November 2015, 16:43 Uhr
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	http://link.springer.com/book/10.1007/978-3-642-14125-6		http://link.springer.com/book/10.1007/978-3-642-14125-6

−	~~http://www.preference-learning.org~~

−	http://www.ke.tu-darmstadt.de/events/PL-10/~~tutorial~~/PL-Tutorial-5.pdf	+	Additional Infos from http://www.preference-learning.org
		+
		+	'''Workshops'''
		+
		+	* Reinforcement Learning with Generalized Feedback: Beyond Numeric Rewards (PBRL-13) at ECML/PKDD-13 http://www.ke.tu-darmstadt.de/events/PBRL-13/pbrl-13.html
		+
		+	* Preference Learning: Problems and Applications in Artificial Intelligence (PL-12) at ECAI-12 http://www.ke.tu-darmstadt.de/events/PL-12/workshop.html
		+
		+	* Choice Models and Preference Learning (CMPL-11) at NIPS-11 https://sites.google.com/site/cmplnips11/
		+
		+	* Preference Learning (PL-10) at ECML/PKDD 2010 http://www.ke.informatik.tu-darmstadt.de/events/PL-10/
		+
		+	* Yahoo! Learning to Rank Challenge Workshop at ICML-10 (Proceedings) http://learningtorankchallenge.yahoo.com/workshop.php http://jmlr.csail.mit.edu/proceedings/papers/v14/
		+
		+	* Preference Learning (PL-09) at ECML/PKDD 2009 http://www.ke.informatik.tu-darmstadt.de/events/PL-09/
		+
		+	* Preference Learning (PL-08) at ECML/PKDD 2008
		+
		+	* Special Session on Learning (with) Preferences at ESANN 2009
		+
		+	* Learning to Rank in Information Retrieval (LR4IR-08) at SIGIR-08 http://research.microsoft.com/en-us/um/beijing/events/lr4ir-2008/
		+
		+	* Learning to Rank in Information Retrieval (LR4IR-07) at SIGIR-07 http://research.microsoft.com/en-us/um/beijing/events/lr4ir-2007/
		+
		+	* Learning to Rank at NIPS 2005 http://web.mit.edu/shivani/www/Ranking-NIPS-05/
		+
		+	* Preference Learning: Models, Methods, Applications at KI 2003 http://www.hitec-hh.de/ki2003/workshop04.html
		+
		+
		+	'''Tutorials'''
		+
		+	* Preference Learning (J. Fürnkranz & E. Hüllermeier)
		+
		+	: ECML/PKDD 2010 (Slides, Video) http://www.ke.tu-darmstadt.de/events/PL-10/#accepted http://www.ecmlpkdd2010.org/www.ecmlpkdd2010.org/tutorials/Web-Mining-PKDD.pdf http://videolectures.net/ecmlpkdd2010_hullermeier_furnkranz_pl/
		+
		+	: DS 2011 (Slides) http://www.preference-learning.org/PL-Tutorial-DS-11.pdf
		+
		+	: ECAI 2012 http://www.ke.tu-darmstadt.de/events/PL-12/tutorial.html
		+
		+	* Learning to rank in vector spaces and social networks (Soumen Chakrabarti)
		+
		+	: WWW 2007
		+
		+	* Learning to rank for information retrieval (Tie-Yan Liu)
		+
		+	: WWW 2009
		+
		+	: WWW 2008
		+
		+	: SIGIR 2008
		+
		+	* Learning to rank (Yisong Yue, Filip Radlinski)
		+
		+	: NESCAI 2008
		+
		+	* Learning to rank (Hang Li)
		+
		+	: ACL-IJCNLP 2009
		+
		+	: ACML 2010
		+
		+
		+	'''Special Issues'''
		+
		+	* Eyke Hüllermeier, Johannes Fürnkranz, Special Issue on Preference Learning and Ranking, Machine Learning.
		+
		+	* Tie-Yan Liu, Thorsten Joachims, Hang Li and Chengxiang Zhai, Special Issue on Learning to Rank for Information Retrieval, Information Retrieval 13(3), 2010.
		+
		+
		+	'''Books'''
		+
		+	* Tie-Yan Liu, Learning to Rank for Information Retrieval, Springer-Verlag, 2011.
		+
		+	* Hang Li, Learning to Rank for Information Retrieval and Natural Language Processing, Morgan & Claypool Publishers, 2011.
		+
		+	* Johannes Fürnkranz & Eyke Hüllermeier (eds.) Preference Learning, Springer-Verlag, 2010.
		+
		+	* Tie-Yan Liu, Learning to Rank for Information Retrieval, Foundations and Trends in Information Retrieval 3(3), Now Publishers, 2009.
		+
		+	* Francesca Rossi, Kristen Brent Venable, Toby Walsh, A Short Introduction to Preferences: Between Artificial Intelligence and Social Choice, Morgan & Claypool Publishers, 2011.
		+
		+	* Souhila Kaci, Working with Preferences: Less Is More, Springer-Verlag, 2011.

@@ Zeile 60: / Zeile 60: @@
 * Front Matter: http://link.springer.com/content/pdf/bfm%3A978-3-642-14125-6%2F4%2F1.pdf
-*  Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: [[A Survey and Empirical Comparison of Object Ranking Methods]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 181-201. http://dx.doi.org/10.1007/978-3-642-14125-6_9
+*  Toshihiro Kamishima, Hideto Kazawa, Shotaro Akaho: [[A Survey and Empirical Comparison of Object Ranking Methods]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 181-201. http://dx.doi.org/10.1007/978-3-642-14125-6_9 http://www.kamishima.net/archive/2009-b-pl2.pdf
-*  Toshihiro Kamishima, Shotaro Akaho: [[Dimension Reduction for Object Ranking]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 203-215. http://dx.doi.org/10.1007/978-3-642-14125-6_10
+*  Toshihiro Kamishima, Shotaro Akaho: [[Dimension Reduction for Object Ranking]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 203-215. http://dx.doi.org/10.1007/978-3-642-14125-6_10 http://www.kamishima.net/archive/2009-b-pl1.pdf
 *  Krzysztof Dembczyński, Wojciech Kotłowski, Roman Słowiński, Marcin Szeląg: [[Learning of Rule Ensembles for Multiple Attribute Ranking Problems]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 217-247. http://dx.doi.org/10.1007/978-3-642-14125-6_11
@@ Zeile 71: / Zeile 71: @@
 *  Fusun Yaman, Thomas J. Walsh, Michael L. Littman, Marie desJardins: [[Learning Lexicographic Preference Models]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 251-272. http://dx.doi.org/10.1007/978-3-642-14125-6_12
-*  Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini: [[Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 273-296. http://dx.doi.org/10.1007/978-3-642-14125-6_13
+*  Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini: [[Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 273-296. http://dx.doi.org/10.1007/978-3-642-14125-6_13 http://www.lamsade.dauphine.fr/~lang/papers/cklmz09.pdf
-*  Joachim Giesen, Klaus Mueller, Bilyana Taneva, Peter Zolliker : [[Choice-Based Conjoint Analysis: Classification vs. Discrete Choice Models]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 297-315. http://dx.doi.org/10.1007/978-3-642-14125-6_14
+*  Joachim Giesen, Klaus Mueller, Bilyana Taneva, Peter Zolliker : [[Choice-Based Conjoint Analysis: Classification vs. Discrete Choice Models]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 297-315. http://dx.doi.org/10.1007/978-3-642-14125-6_14 http://cvc.cs.sunysb.edu/Publications/2011/GMTZ11/cbca.pdf
 * Vicenç Torra: [[Learning Aggregation Operators for Preference Modeling]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 317-333. http://dx.doi.org/10.1007/978-3-642-14125-6_15
@@ Zeile 82: / Zeile 82: @@
 * Front Matter: http://link.springer.com/content/pdf/bfm%3A978-3-642-14125-6%2F6%2F1.pdf
-*  Filip Radlinski, Madhu Kurup, Thorsten Joachims : [[Evaluating Search Engine Relevance with Click-Based Metrics]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 337-361. http://dx.doi.org/10.1007/978-3-642-14125-6_16
+*  Filip Radlinski, Madhu Kurup, Thorsten Joachims : [[Evaluating Search Engine Relevance with Click-Based Metrics]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 337-361. http://dx.doi.org/10.1007/978-3-642-14125-6_16 https://github.com/tolleiv/thesis/blob/master/Research/Papers/__Radlinski11%20-%20Evaluating%20Search%20Engine%20Relevance%20with%20Click-Based%20Metrics.pdf
-* Robert Arens: [[Learning SVM Ranking Functions from User Feedback Using Document Metadata and Active Learning in the Biomedical Domain]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 363-383. http://dx.doi.org/10.1007/978-3-642-14125-6_17
+* Robert Arens: [[Learning SVM Ranking Functions from User Feedback Using Document Metadata and Active Learning in the Biomedical Domain]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 363-383. http://dx.doi.org/10.1007/978-3-642-14125-6_17 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.153.4482 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.153.4482&rep=rep1&type=pdf
@@ Zeile 91: / Zeile 91: @@
 * Front Matter: http://link.springer.com/content/pdf/bfm%3A978-3-642-14125-6%2F7%2F1.pdf
-* Marco de Gemmis , Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro: [[Learning Preference Models in Recommender Systems]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 387-407. http://dx.doi.org/10.1007/978-3-642-14125-6_18
+* Marco de Gemmis , Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro: [[Learning Preference Models in Recommender Systems]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 387-407. http://dx.doi.org/10.1007/978-3-642-14125-6_18 http://www.academia.edu/download/30470669/preference_learning.pdf
-* Alexandros Karatzoglou, Markus Weimer: [[Collaborative Preference Learning]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 409-427. http://dx.doi.org/10.1007/978-3-642-14125-6_19
+* Alexandros Karatzoglou, Markus Weimer: [[Collaborative Preference Learning]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 409-427. http://dx.doi.org/10.1007/978-3-642-14125-6_19 http://www.researchgate.net/publication/241276611
-*  Alejandro Bellogín, Iván Cantador, Pablo Castells, Álvaro Ortigosa: [[Discerning Relevant Model Features in a Content-based Collaborative Recommender System]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 429-455. http://dx.doi.org/10.1007/978-3-642-14125-6_20
+*  Alejandro Bellogín, Iván Cantador, Pablo Castells, Álvaro Ortigosa: [[Discerning Relevant Model Features in a Content-based Collaborative Recommender System]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 429-455. http://dx.doi.org/10.1007/978-3-642-14125-6_20 http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.157.4032 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.157.4032&rep=rep1&type=pdf

← Nächstältere Version		Version vom 29. November 2015, 11:51 Uhr
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	http://www.preference-learning.org		http://www.preference-learning.org
		+
		+	http://www.ke.tu-darmstadt.de/events/PL-10/tutorial/PL-Tutorial-5.pdf

@@ Zeile 41: / Zeile 41: @@
 *  Johannes Fürnkranz, Eyke Hüllermeier: [[Preference Learning and Ranking by Pairwise Comparison]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 65-82. http://dx.doi.org/10.1007/978-3-642-14125-6_4 http://www.ke.tu-darmstadt.de/publications/papers/PLBook-Pairwise.pdf
-*  Philip L. H. Yu, Wai Ming Wan, Paul H. Lee: [[Decision Tree Modeling for Ranking Data]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 83-106. http://dx.doi.org/10.1007/978-3-642-14125-6_5
+*  Philip L. H. Yu, Wai Ming Wan, Paul H. Lee: [[Decision Tree Modeling for Ranking Data]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 83-106. http://dx.doi.org/10.1007/978-3-642-14125-6_5 http://www.researchgate.net/publication/252998138
 *  Evgeni Tsivtsivadze, Tapio Pahikkala, Jorma Boberg, Tapio Salakoski, Tom Heskes: [[Co-Regularized Least-Squares for Label Ranking]]. In: Fürnkranz, J. and Hüllermeier, E.: [[Preference Learning]], 2011, 107-123. http://dx.doi.org/10.1007/978-3-642-14125-6_6