diff Report/references.bib @ 27:ae650489d3a8

Updated report

--- a/Report/references.bib	Wed Aug 26 02:00:48 2015 +0100
+++ b/Report/references.bib	Sun Aug 30 15:49:27 2015 +0100
@@ -1,3 +1,281 @@
+@online{1_lecun_2015,
+	author={LeCun, Yann},
+	title={MNIST Demos on Yann LeCun's website},
+	url={http://yann.lecun.com/exdb/lenet/},
+	urldate={2015-8-30},
+	journal={Yann.lecun.com},
+	year={2015}
+}
+@online{1_brown_2014,
+	author={Brown, Larry},
+	title={Accelerate Machine Learning with the cuDNN Deep Neural Network Library},
+	url={http://devblogs.nvidia.com/parallelforall/accelerate-machine-learning-cudnn-deep-neural-network-library/},
+	urldate={2015-8-30},
+	journal={Parallel Forall},
+	year={2014}
+}
+
+@article{hinton2012deep,
+	title={Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups},
+	author={Hinton, Geoffrey and Deng, Li and Yu, Dong and Dahl, George E and Mohamed, Abdel-rahman and Jaitly, Navdeep and Senior, Andrew and Vanhoucke, Vincent and Nguyen, Patrick and Sainath, Tara N and others},
+	journal={Signal Processing Magazine, IEEE},
+	volume={29},
+	number={6},
+	pages={82--97},
+	year={2012},
+	publisher={IEEE}
+}
+@article{weston2012latent,
+	title={Latent collaborative retrieval},
+	author={Weston, Jason and Wang, Chong and Weiss, Ron and Berenzweig, Adam},
+	journal={arXiv preprint arXiv:1206.4603},
+	year={2012}
+}
+
+@MISC{Bastien-Theano-2012,
+	author = {Bastien, Fr{\'{e}}d{\'{e}}ric and Lamblin, Pascal and Pascanu, Razvan and Bergstra, James and Goodfellow, Ian J. and Bergeron, Arnaud and Bouchard, Nicolas and Bengio, Yoshua},
+	title = {Theano: new features and speed improvements},
+	year = {2012},
+	howpublished = {Deep Learning and Unsupervised Feature Learning NIPS 2012 Workshop},
+	abstract = {Theano is a linear algebra compiler that optimizes a user’s symbolically-specified
+	mathematical computations to produce efficient low-level implementations. In
+	this paper, we present new features and efficiency improvements to Theano, and
+	benchmarks demonstrating Theano’s performance relative to Torch7, a recently
+	introduced machine learning library, and to RNNLM, a C++ library targeted at
+	recurrent neural networks.}
+}
+
+@INPROCEEDINGS{bergstra+al:2010-scipy,
+	author = {Bergstra, James and Breuleux, Olivier and Bastien, Fr{\'{e}}d{\'{e}}ric and Lamblin, Pascal and Pascanu, Razvan and Desjardins, Guillaume and Turian, Joseph and Warde-Farley, David and Bengio, Yoshua},
+	month = jun,
+	title = {Theano: a {CPU} and {GPU} Math Expression Compiler},
+	booktitle = {Proceedings of the Python for Scientific Computing Conference ({SciPy})},
+	year = {2010},
+	location = {Austin, TX},
+	note = {Oral Presentation},
+	abstract = {Theano is a compiler for mathematical expressions in Python that combines the convenience of NumPy’s syntax with the speed of optimized native machine language. The user composes mathematical expressions in a high-level description that mimics NumPy’s syntax and semantics, while being statically typed and
+	functional (as opposed to imperative). These expressions allow Theano to provide symbolic differentiation. Before performing computation, Theano optimizes the choice of expressions, translates
+	them into C++ (or CUDA for GPU), compiles them into dynamically loaded Python modules, all automatically. Common machine learning algorithms implemented with Theano are from 1.6× to 7.5× faster than competitive alternatives (including those implemented with C/C++, NumPy/SciPy and MATLAB) when compiled for the
+	CPU and between 6.5× and 44× faster when compiled for the GPU. This paper illustrates how to use Theano, outlines the scope of the compiler, provides benchmarks on both CPU and GPU processors, and explains its overall design.}
+}
+
+@article{kereliuk15,
+	title={Deep Learning and Music Adversaries},
+	author={Kereliuk, Corey and Sturm, Bob L and Larsen, Jan},
+	journal={arXiv preprint arXiv:1507.04761},
+	year={2015}
+}
+
+@article{DBLP:journals/corr/abs-1305-1114,
+	author    = {Djallel Bouneffouf},
+	title     = {Towards User Profile Modelling in Recommender System},
+	journal   = {CoRR},
+	volume    = {abs/1305.1114},
+	year      = {2013},
+	url       = {http://arxiv.org/abs/1305.1114},
+	timestamp = {Sun, 02 Jun 2013 20:48:21 +0200},
+	biburl    = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1305-1114},
+	bibsource = {dblp computer science bibliography, http://dblp.org}
+}
+
+@ARTICLE{Yao2015453,
+	author={Yao, L. and Sheng, Q.Z. and Ngu, A.H.H. and Yu, J. and Segev, A.},
+	title={Unified collaborative and content-based web service recommendation},
+	journal={IEEE Transactions on Services Computing},
+	year={2015},
+	volume={8},
+	number={3},
+	pages={453-466},
+	doi={10.1109/TSC.2014.2355842},
+	art_number={6894179},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84932619562&partnerID=40&md5=4483a697e12fc53f620393586f85aebe},
+	document_type={Article},
+	source={Scopus},
+}
+@online{1_blogseagatesoftcom_2015,
+	author={Blog.seagatesoft.com,},
+	title={Belajar Sistem Perekomendasi «  Corat-coret di Halaman Web},
+	url={http://blog.seagatesoft.com/2013/07/14/belajar-sistem-perekomendasi/},
+	urldate={2015-8-29},
+	year={2015}
+}
+
+@inproceedings{sarwar2001item,
+	title={Item-based collaborative filtering recommendation algorithms},
+	author={Sarwar, Badrul and Karypis, George and Konstan, Joseph and Riedl, John},
+	booktitle={Proceedings of the 10th international conference on World Wide Web},
+	pages={285--295},
+	year={2001},
+	organization={ACM}
+}
+
+@CONFERENCE{Hu2008263,
+	author={Hu, Y. and Volinsky, C. and Koren, Y.},
+	title={Collaborative filtering for implicit feedback datasets},
+	journal={Proceedings - IEEE International Conference on Data Mining, ICDM},
+	year={2008},
+	pages={263-272},
+	doi={10.1109/ICDM.2008.22},
+	art_number={4781121},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-67049164166&partnerID=40&md5=01238b08208962fd0fdcc7503fa3af99},
+	document_type={Conference Paper},
+	source={Scopus},
+}
+
+@online{2_the_economist_2005,
+	author={The Economist,},
+	title={United we find},
+	url={http://www.economist.com/node/3714044},
+	urldate={2015-8-28},
+	year={2005}
+}
+
+@online{1_siddharths_blog_2013,
+	author={},
+	title={Recommendation Engine},
+	url={https://spatnaik77.wordpress.com/2013/07/17/recommendation-engine/},
+	urldate={2015-8-28},
+	year={2013}
+}
+
+@online{1_deeplearning.net_2015,
+	author={Deeplearning.net,},
+	title={Convolutional Neural Networks (LeNet) — DeepLearning 0.1 documentation},
+	url={http://deeplearning.net/tutorial/lenet.html},
+	urldate={2015-8-28},
+	year={2015}
+}
+@ARTICLE{Casey2008668,
+	author={Casey, M.A. and Veltkamp, R. and Goto, M. and Leman, M. and Rhodes, C. and Slaney, M.},
+	title={Content-based music information retrieval: Current directions and future challenges},
+	journal={Proceedings of the IEEE},
+	year={2008},
+	volume={96},
+	number={4},
+	pages={668-696},
+	doi={10.1109/JPROC.2008.916370},
+	art_number={4472077},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-64649105397&partnerID=40&md5=2d8ec7231e10bc686566dd419ce47ae8},
+	document_type={Article},
+	source={Scopus},
+}
+
+@CONFERENCE{Celma2006,
+	author={Celma, O. and Herrera, P. and Serra, X.},
+	title={Bridging the music semantic gap},
+	journal={CEUR Workshop Proceedings},
+	year={2006},
+	volume={187},
+	page_count={12},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84884332226&partnerID=40&md5=d028cb2aca5d2d6d8f25a8a8b555edbf},
+	document_type={Conference Paper},
+	source={Scopus},
+}
+
+@online{1_spotify_press_2014,
+	author={},
+	title={Spotify Acquires The Echo Nest},
+	url={https://press.spotify.com/us/2014/03/06/spotify-acquires-the-echo-nest/},
+	urldate={2015-8-27},
+	year={2014}
+}
+@article{smith2009social,
+	title={The social media revolution},
+	author={Smith, Tom},
+	journal={International journal of market research},
+	volume={51},
+	number={4},
+	pages={559--561},
+	year={2009}
+}
+@article{Putzke2014519,
+	title = "Cross-cultural gender differences in the adoption and usage of social media platforms – An exploratory study of Last.FM ",
+	journal = "Computer Networks ",
+	volume = "75, Part B",
+	number = "",
+	pages = "519 - 530",
+	year = "2014",
+	note = "Special Issue on Online Social NetworksThe Connectedness, Pervasiveness and Ubiquity of Online Social Networks ",
+	issn = "1389-1286",
+	doi = "http://dx.doi.org/10.1016/j.comnet.2014.08.027",
+	url = "http://www.sciencedirect.com/science/article/pii/S1389128614003302",
+	author = "Johannes Putzke and Kai Fischbach and Detlef Schoder and Peter A. Gloor",
+	keywords = "Adoption",
+	keywords = "Cross-cultural differences",
+	keywords = "Gender",
+	keywords = "Social media ",
+	abstract = "Abstract This paper examines cross-cultural gender differences in the adoption and usage of the social media platform Last.FM. From a large-scale empirical study of 3748 Last.FM users from Australia, Finland, Germany, and the United States of America, we find: (1) men listen to more pieces of music on social media platforms than do women; (2) women focus their listening on fewer musical genres and fewer tracks than do men; (3) women register on Last.FM later than do “early adopting” men (absolutely and in comparison to their friends), but at a younger age; (4) women maintain more virtual friendships on Last.FM than do men; and (5) women, when choosing music to listen to on social media platforms, are more likely than are men to choose tracks that correspond to mainstream tastes. "
+}
+
+@CONFERENCE{Park200811,
+	author={Park, Y.-J. and Tuzhilin, A.},
+	title={The long tail of recommender systems and how to leverage it},
+	journal={RecSys'08: Proceedings of the 2008 ACM Conference on Recommender Systems},
+	year={2008},
+	pages={11-18},
+	doi={10.1145/1454008.1454012},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-63449136183&partnerID=40&md5=648e50cac2d99764f891b5bc4b97bbfe},
+	document_type={Conference Paper},
+	source={Scopus},
+}
+@CONFERENCE{Dai20141760,
+	author={Dai, C. and Qian, F. and Jiang, W. and Wang, Z. and Wu, Z.},
+	title={A personalized recommendation system for netease dating site},
+	journal={Proceedings of the VLDB Endowment},
+	year={2014},
+	volume={7},
+	number={13},
+	pages={1760-1765},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84905828317&partnerID=40&md5=90fbd8b20ad39757895bdee3ca58f459},
+	document_type={Article},
+	source={Scopus},
+}
+
+@CONFERENCE{Yin2012896,
+	author={Yin, H. and Cui, B. and Li, J. and Yao, J. and Chen, C.},
+	title={Challenging the long tail recommendation},
+	journal={Proceedings of the VLDB Endowment},
+	year={2012},
+	volume={5},
+	number={9},
+	pages={896-907},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84863735354&partnerID=40&md5=2bd887772ba832fbbb4631afd25514d9},
+	document_type={Article},
+	source={Scopus},
+}
+
+@online{1_hypebot.com_2015,
+	author={Hypebot.com,},
+	title={Streaming Music Discovery: It's More Than Just Showing Album Credits - hypebot},
+	url={http://www.hypebot.com/hypebot/2015/07/streaming-music-discovery-its-more-than-just-showing-album-credits.html},
+	urldate={2015-8-26},
+	year={2015}
+}
+
+@online{ringen_2015,
+	author={Ringen, Jonathan},
+	title={Spotify, Apple Music, And The Streaming Wars: 5 Things We've Learned},
+	url={http://www.fastcompany.com/3048653/innovation-agents/listen-up},
+	urldate={2015-8-26},
+	journal={Fast Company},
+	year={2015}
+}
+
+@online{recsys2012,
+	author = {},
+	title = {Recommender Systems},
+	year = {2012}, 
+	url = {http://recommender-systems.org/},
+	note = {[Accessed: 26th August 2015]}
+}
+
 @article{Hejazi15,
 	author={Hejazi,S. A. and Stapleton,S. P.},
 	year={2015},
@@ -8,7 +286,7 @@
 	pages={89-99},
 	url={www.scopus.com},
 }
-}
+
 
 @book{larranaga2002estimation,
 	title={Estimation of distribution algorithms: A new tool for evolutionary computation},
@@ -34,7 +312,7 @@
 	editor={Ricci, Francesco and Rokach, Lior and Shapira, Bracha and Kantor, Paul B.},
 	doi={10.1007/978-0-387-85820-3_3},
 	title={Content-based Recommender Systems: State of the Art and Trends},
-	url={http://dx.doi.org/10.1007/978-0-387-85820-3\_3},
+	url={http://dx.doi.org/10.1007/978-0-387-85820-3_3},
 	publisher={Springer US},
 	author={Lops, Pasquale and de Gemmis, Marco and Semeraro, Giovanni},
 	pages={73-105},
@@ -50,8 +328,8 @@
 	number={4},
 	pages={331-370},
 	doi={10.1023/A:1021240730564},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-0036959356\&partnerID=40\&md5=28885a102109be826507abc2435117a7},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-0036959356&partnerID=40&md5=28885a102109be826507abc2435117a7},
 	document_type={Article},
 	source={Scopus},
 }
@@ -66,8 +344,8 @@
 	pages={435-447},
 	doi={10.1109/TASL.2007.911503},
 	art_number={4432655},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-39649112098\&partnerID=40\&md5=6827f82844ae1da58a6fa95caf5092d9},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-39649112098&partnerID=40&md5=6827f82844ae1da58a6fa95caf5092d9},
 	document_type={Article},
 	source={Scopus},
 }
@@ -95,8 +373,8 @@
 	volume={2013},
 	doi={10.1155/2013/704504},
 	art_number={704504},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84888882639\&partnerID=40\&md5=827fabc750db24f662fdae1c798f2507},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84888882639&partnerID=40&md5=827fabc750db24f662fdae1c798f2507},
 	document_type={Review},
 	source={Scopus},
 }
@@ -108,8 +386,8 @@
 	journal={Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference},
 	year={2009},
 	pages={1096-1104},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84863380535\&partnerID=40\&md5=e872a6227c816850167f91bb2d41d8b7},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84863380535&partnerID=40&md5=e872a6227c816850167f91bb2d41d8b7},
 	document_type={Conference Paper},
 	source={Scopus},
 }
@@ -189,8 +467,8 @@
 might like.
 </p>
 },
-	url = {http://mtg.upf.edu/static/media/PhD\_ocelma.pdf},
-	author = {Celma, \{`O}.},
+	url = {http://mtg.upf.edu/static/media/PhD_ocelma.pdf},
+	author = {Celma, \`{O}.}
 }
 
 @inproceedings{pachet2001musical,
@@ -211,8 +489,8 @@
 	number={5},
 	pages={293-302},
 	doi={10.1109/TSA.2002.800560},
-	note={cited By 976},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-0036648502\&partnerID=40\&md5=72d2fee186b42c9998f13415cbb79eea},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-0036648502&partnerID=40&md5=72d2fee186b42c9998f13415cbb79eea},
 	document_type={Article},
 	source={Scopus},
 }
@@ -224,8 +502,8 @@
 	year={2012},
 	pages={7-12},
 	doi={10.1145/2390848.2390851},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84870497334\&partnerID=40\&md5=40a48c1c9d787308dd315694b54b64ec},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84870497334&partnerID=40&md5=40a48c1c9d787308dd315694b54b64ec},
 	document_type={Conference Paper},
 	source={Scopus},
 }
@@ -246,8 +524,8 @@
 	pages={6959-6963},
 	doi={10.1109/ICASSP.2014.6854949},
 	art_number={6854949},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84905259152\&partnerID=40\&md5=3441dfa8c7998a8eb39f668d43efb8a1},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84905259152&partnerID=40&md5=3441dfa8c7998a8eb39f668d43efb8a1},
 	document_type={Conference Paper},
 	source={Scopus},
 }
@@ -301,8 +579,8 @@
 	number={2},
 	pages={781-788},
 	doi={10.12733/jcis9623},
-	note={cited By 0},
-	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84892865461\&partnerID=40\&md5=a2927d36b493e8ef4d1cdab3055fa68b},
+	note={},
+	url={http://www.scopus.com/inward/record.url?eid=2-s2.0-84892865461&partnerID=40&md5=a2927d36b493e8ef4d1cdab3055fa68b},
 	document_type={Article},
 	source={Scopus},
 }