text:
@inproceedings{sivapalan2014recommender,
  title={Recommender systems in e-commerce},
  author={Sivapalan, Sanjeevan and Sadeghian, Alireza and Rahnama, Hossein and Madni, Asad M},
  booktitle={2014 World Automation Congress (WAC)},
  pages={179--184},
  year={2014},
  organization={IEEE}
}

@article{konstan1997grouplens,
  title={GroupLens: applying collaborative filtering to Usenet news},
  author={Konstan, Joseph A and Miller, Bradley N and Maltz, David and Herlocker, Jonathan L and Gordon, Lee R and Riedl, John},
  journal={Communications of the ACM},
  volume={40},
  number={3},
  pages={77--87},
  year={1997},
  publisher={ACM}
}

@article{adomavicius2005toward,
  title={Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions},
  author={Adomavicius, Gediminas and Tuzhilin, Alexander},
  journal={IEEE transactions on knowledge and data engineering},
  volume={17},
  number={6},
  pages={734--749},
  year={2005},
  publisher={IEEE}
}

@article{portugal2015use,
  title={The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review},
  author={Portugal, Ivens and Alencar, Paulo and Cowan, Donald},
  journal={arXiv preprint arXiv:1511.05263},
  year={2015}
}

@phdthesis{coyle2004making,
  title={Making Personalised Flight Recommendations using Implicit Feedback},
  author={Coyle, Lorcan},
  year={2004},
  school={Trinity College}
}

@book{kolodner2014case,
  title={Case-based reasoning},
  author={Kolodner, Janet},
  year={2014},
  publisher={Morgan Kaufmann}
}

@article{aamodt1994case,
  title={Case-based reasoning: Foundational issues, methodological variations, and system approaches},
  author={Aamodt, Agnar and Plaza, Enric},
  journal={AI communications},
  volume={7},
  number={1},
  pages={39--59},
  year={1994},
  publisher={IOS press}
}

@article{richter2013case,
  title={Case-based reasoning},
  author={Richter, Michael M and Weber, Rosina O},
  journal={A Textbook},
  volume={546},
  year={2013},
  publisher={Springer}
}

@article{barth2014design,
  title={Design and implementation of a flight recommendation engine.},
  author={Barth, Raul S{\'e}rgio},
  year={2014}
}

@inproceedings{lin2001characterized,
  title={A characterized rating recommend system},
  author={Lin, Yao-Tsung and Tseng, Shian-Shyong},
  booktitle={Pacific-Asia Conference on Knowledge Discovery and Data Mining},
  pages={41--46},
  year={2001},
  organization={Springer}
}

@article{nunez2012implicit,
  title={Implicit feedback techniques on recommender systems applied to electronic books},
  author={N{\'u}{\~n}ez-Vald{\'e}z, Edward Rolando and Lovelle, Juan Manuel Cueva and Mart{\'\i}nez, Oscar Sanju{\'a}n and Garc{\'\i}a-D{\'\i}az, Vicente and de Pablos, Patricia Ordo{\~n}ez and Mar{\'\i}n, Carlos Enrique Montenegro},
  journal={Computers in Human Behavior},
  volume={28},
  number={4},
  pages={1186--1193},
  year={2012},
  publisher={Elsevier}
}

@inproceedings{breese1998empirical,
  title={Empirical analysis of predictive algorithms for collaborative filtering},
  author={Breese, John S and Heckerman, David and Kadie, Carl},
  booktitle={Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence},
  pages={43--52},
  year={1998},
  organization={Morgan Kaufmann Publishers Inc.}
}

@inproceedings{claypool1999combining,
  title={Combining content-based and collaborative filters in an online newspaper},
  author={Claypool, Mark and Gokhale, Anuja and Miranda, Tim and Murnikov, Pavel and Netes, Dmitry and Sartin, Matthew},
  booktitle={Proceedings of ACM SIGIR workshop on recommender systems},
  volume={60},
  year={1999},
  organization={Citeseer}
}

@inproceedings{bogers2015report,
  title={Report on RecSys 2014: Workshop on New Trends in Content-Based Recommender Systems},
  author={Bogers, Toine and Koolen, Marijn and Cantador, Iv{\'a}n},
  booktitle={ACM SIGIR Forum},
  volume={49},
  number={1},
  pages={20--26},
  year={2015},
  organization={ACM}
}

@article{pazzani1999framework,
  title={A framework for collaborative, content-based and demographic filtering},
  author={Pazzani, Michael J},
  journal={Artificial Intelligence Review},
  volume={13},
  number={5-6},
  pages={393--408},
  year={1999},
  publisher={Springer}
}

@incollection{pazzani2007content,
  title={Content-based recommendation systems},
  author={Pazzani, Michael J and Billsus, Daniel},
  booktitle={The adaptive web},
  pages={325--341},
  year={2007},
  publisher={Springer}
}

@inproceedings{soboroff1999combining,
  title={Combining content and collaboration in text filtering},
  author={Soboroff, Ian and Nicholas, Charles},
  booktitle={Proceedings of the IJCAI},
  volume={99},
  pages={86--91},
  year={1999},
  organization={Citeseer}
}

@article{bellogin2013empirical,
  title={An empirical comparison of social, collaborative filtering, and hybrid recommenders},
  author={Bellog{\'\i}n, Alejandro and Cantador, Iv{\'a}n and D{\'\i}ez, Fernando and Castells, Pablo and Chavarriaga, Enrique},
  journal={ACM Transactions on Intelligent Systems and Technology (TIST)},
  volume={4},
  number={1},
  pages={14},
  year={2013},
  publisher={ACM}
}

@article{babu2011implementation,
  title={An Implementation of the User-based Collaborative Filtering Algorithm},
  author={Babu, Maddali Surendra Prasad and Kumar, Boddu Raja Sarath},
  journal={IJCSIT) International Journal of Computer Science and Information Technologies},
  volume={2},
  number={3},
  pages={1283--1286},
  year={2011},
  publisher={Citeseer}
}

@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}
}

@article{linden2003amazon,
  title={Amazon. com recommendations: Item-to-item collaborative filtering},
  author={Linden, Greg and Smith, Brent and York, Jeremy},
  journal={IEEE Internet computing},
  volume={7},
  number={1},
  pages={76--80},
  year={2003},
  publisher={IEEE}
}

@article{asabere2015socially,
  title={Socially-Aware Recommender Systems},
  author={Asabere, Nana Yaw and Torgby, Wisdom Kwawu and Adegboyega, Tonny Montana and Frempong, Dorothy Anima},
  journal={International Journal of Computer Applications},
  volume={115},
  number={3},
  year={2015},
  publisher={Foundation of Computer Science}
}

@inproceedings{massa2007trust,
  title={Trust-aware recommender systems},
  author={Massa, Paolo and Avesani, Paolo},
  booktitle={Proceedings of the 2007 ACM conference on Recommender systems},
  pages={17--24},
  year={2007},
  organization={ACM}
}

@incollection{goshtasby2012similarity,
  title={Similarity and dissimilarity measures},
  author={Goshtasby, A Ardeshir},
  booktitle={Image registration},
  pages={7--66},
  year={2012},
  publisher={Springer}
}

@inproceedings{schein2002methods,
  title={Methods and metrics for cold-start recommendations},
  author={Schein, Andrew I and Popescul, Alexandrin and Ungar, Lyle H and Pennock, David M},
  booktitle={Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval},
  pages={253--260},
  year={2002},
  organization={ACM}
}

@article{sun2012survey,
  title={Survey of cold-start problem in collaborative filtering recommender system},
  author={SUN, Dong-ting and He, Tao and ZHANG, Fu-hai},
  journal={Computer and Modernization},
  volume={5},
  pages={59--63},
  year={2012}
}

@inproceedings{sahebi2011community,
  title={Community-based recommendations: a solution to the cold start problem},
  author={Sahebi, Shaghayegh and Cohen, William W},
  booktitle={Workshop on recommender systems and the social web, RSWEB},
  year={2011}
}

@article{goldberg2001eigentaste,
  title={Eigentaste: A constant time collaborative filtering algorithm},
  author={Goldberg, Ken and Roeder, Theresa and Gupta, Dhruv and Perkins, Chris},
  journal={Information Retrieval},
  volume={4},
  number={2},
  pages={133--151},
  year={2001},
  publisher={Springer}
}

@inproceedings{sedhain2014social,
  title={Social collaborative filtering for cold-start recommendations},
  author={Sedhain, Suvash and Sanner, Scott and Braziunas, Darius and Xie, Lexing and Christensen, Jordan},
  booktitle={Proceedings of the 8th ACM Conference on Recommender systems},
  pages={345--348},
  year={2014},
  organization={ACM}
}

@inproceedings{weston2013nonlinear,
  title={Nonlinear latent factorization by embedding multiple user interests},
  author={Weston, Jason and Weiss, Ron J and Yee, Hector},
  booktitle={Proceedings of the 7th ACM conference on Recommender systems},
  pages={65--68},
  year={2013},
  organization={ACM}
}

@inproceedings{kabutoya2010modeling,
  title={Modeling multiple users’ purchase over a single account for collaborative filtering},
  author={Kabutoya, Yutaka and Iwata, Tomoharu and Fujimura, Ko},
  booktitle={International Conference on Web Information Systems Engineering},
  pages={328--341},
  year={2010},
  organization={Springer}
}

@inproceedings{verstrepen2015top,
  title={Top-N Recommendation for Shared Accounts},
  author={Verstrepen, Koen and Goethals, Bart},
  booktitle={Proceedings of the 9th ACM Conference on Recommender Systems},
  pages={59--66},
  year={2015},
  organization={ACM}
}

@incollection{adomavicius2011context,
  title={Context-aware recommender systems},
  author={Adomavicius, Gediminas and Tuzhilin, Alexander},
  booktitle={Recommender systems handbook},
  pages={217--253},
  year={2011},
  publisher={Springer}
}

@incollection{lops2011content,
  title={Content-based recommender systems: State of the art and trends},
  author={Lops, Pasquale and De Gemmis, Marco and Semeraro, Giovanni},
  booktitle={Recommender systems handbook},
  pages={73--105},
  year={2011},
  publisher={Springer}
}

@article{goldberg1992using,
  title={Using collaborative filtering to weave an information tapestry},
  author={Goldberg, David and Nichols, David and Oki, Brian M and Terry, Douglas},
  journal={Communications of the ACM},
  volume={35},
  number={12},
  pages={61--70},
  year={1992},
  publisher={ACM}
}

@article{herlocker2004evaluating,
  title={Evaluating collaborative filtering recommender systems},
  author={Herlocker, Jonathan L and Konstan, Joseph A and Terveen, Loren G and Riedl, John T},
  journal={ACM Transactions on Information Systems (TOIS)},
  volume={22},
  number={1},
  pages={5--53},
  year={2004},
  publisher={ACM}
}

@article{bobadilla2013recommender,
  title={Recommender systems survey},
  author={Bobadilla, Jes{\'u}s and Ortega, Fernando and Hernando, Antonio and Guti{\'e}rrez, Abraham},
  journal={Knowledge-Based Systems},
  volume={46},
  pages={109--132},
  year={2013},
  publisher={Elsevier}
}

@incollection{billsus1999hybrid,
  title={A hybrid user model for news story classification},
  author={Billsus, Daniel and Pazzani, Michael J},
  booktitle={UM99 User Modeling},
  pages={99--108},
  year={1999},
  publisher={Springer}
}

@inproceedings{pazzani1996syskill,
  title={Syskill \& Webert: Identifying interesting web sites},
  author={Pazzani, Michael J and Muramatsu, Jack and Billsus, Daniel and others},
  booktitle={AAAI/IAAI, Vol. 1},
  pages={54--61},
  year={1996}
}

@inproceedings{resnick1994grouplens,
  title={GroupLens: an open architecture for collaborative filtering of netnews},
  author={Resnick, Paul and Iacovou, Neophytos and Suchak, Mitesh and Bergstrom, Peter and Riedl, John},
  booktitle={Proceedings of the 1994 ACM conference on Computer supported cooperative work},
  pages={175--186},
  year={1994},
  organization={ACM}
}

@article{yang1999evaluation,
  title={An evaluation of statistical approaches to text categorization},
  author={Yang, Yiming},
  journal={Information retrieval},
  volume={1},
  number={1-2},
  pages={69--90},
  year={1999},
  publisher={Springer}
}

@article{zhong2005generative,
  title={Generative model-based document clustering: a comparative study},
  author={Zhong, Shi and Ghosh, Joydeep},
  journal={Knowledge and Information Systems},
  volume={8},
  number={3},
  pages={374--384},
  year={2005},
  publisher={Springer}
}

@inproceedings{hofmann1999probabilistic,
  title={Probabilistic latent semantic indexing},
  author={Hofmann, Thomas},
  booktitle={Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval},
  pages={50--57},
  year={1999},
  organization={ACM}
}

@article{blei2003latent,
  title={Latent dirichlet allocation},
  author={Blei, David M and Ng, Andrew Y and Jordan, Michael I},
  journal={Journal of machine Learning research},
  volume={3},
  number={Jan},
  pages={993--1022},
  year={2003}
}

@inproceedings{minka2002expectation,
  title={Expectation-propagation for the generative aspect model},
  author={Minka, Thomas and Lafferty, John},
  booktitle={Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence},
  pages={352--359},
  year={2002},
  organization={Morgan Kaufmann Publishers Inc.}
}

@article{zhang2010understanding,
  title={Understanding bag-of-words model: a statistical framework},
  author={Zhang, Yin and Jin, Rong and Zhou, Zhi-Hua},
  journal={International Journal of Machine Learning and Cybernetics},
  volume={1},
  number={1-4},
  pages={43--52},
  year={2010},
  publisher={Springer}
}

@article{deerwester1990indexing,
  title={Indexing by latent semantic analysis},
  author={Deerwester, Scott and Dumais, Susan T and Furnas, George W and Landauer, Thomas K and Harshman, Richard},
  journal={Journal of the American society for information science},
  volume={41},
  number={6},
  pages={391},
  year={1990},
  publisher={American Documentation Institute}
}

@article{golub1970singular,
  title={Singular value decomposition and least squares solutions},
  author={Golub, Gene H and Reinsch, Christian},
  journal={Numerische mathematik},
  volume={14},
  number={5},
  pages={403--420},
  year={1970},
  publisher={Springer}
}

@article{higham2015singular,
  title={The Singular Value Decomposition},
  author={Higham, Nicholas J},
  year={2015},
  publisher={Princeton University Press}
}

@article{heinrich2008parameter,
  title={Parameter estimation for text analysis},
  author={Heinrich, Gregor},
  journal={University of Leipzig, Tech. Rep},
  year={2008}
}

@article{johansen1990maximum,
  title={Maximum likelihood estimation and inference on cointegration—with applications to the demand for money},
  author={Johansen, S{\o}ren and Juselius, Katarina},
  journal={Oxford Bulletin of Economics and statistics},
  volume={52},
  number={2},
  pages={169--210},
  year={1990},
  publisher={Wiley Online Library}
}

@article{gauvain1994maximum,
  title={Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains},
  author={Gauvain, J-L and Lee, Chin-Hui},
  journal={IEEE transactions on speech and audio processing},
  volume={2},
  number={2},
  pages={291--298},
  year={1994},
  publisher={IEEE}
}

@inproceedings{rosen2004author,
  title={The author-topic model for authors and documents},
  author={Rosen-Zvi, Michal and Griffiths, Thomas and Steyvers, Mark and Smyth, Padhraic},
  booktitle={Proceedings of the 20th conference on Uncertainty in artificial intelligence},
  pages={487--494},
  year={2004},
  organization={AUAI Press}
}

@inproceedings{steyvers2004probabilistic,
  title={Probabilistic author-topic models for information discovery},
  author={Steyvers, Mark and Smyth, Padhraic and Rosen-Zvi, Michal and Griffiths, Thomas},
  booktitle={Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining},
  pages={306--315},
  year={2004},
  organization={ACM}
}

@article{rosen2010learning,
  title={Learning author-topic models from text corpora},
  author={Rosen-Zvi, Michal and Chemudugunta, Chaitanya and Griffiths, Thomas and Smyth, Padhraic and Steyvers, Mark},
  journal={ACM Transactions on Information Systems (TOIS)},
  volume={28},
  number={1},
  pages={4},
  year={2010},
  publisher={ACM}
}

@article{george1993variable,
  title={Variable selection via Gibbs sampling},
  author={George, Edward I and McCulloch, Robert E},
  journal={Journal of the American Statistical Association},
  volume={88},
  number={423},
  pages={881--889},
  year={1993},
  publisher={Taylor \& Francis Group}
}

@article{ishwaran2011gibbs,
  title={Gibbs sampling methods for stick-breaking priors},
  author={Ishwaran, Hemant and James, Lancelot F},
  journal={Journal of the American Statistical Association},
  year={2011},
  publisher={Taylor \& Francis}
}

@article{jingfan1997novel,
  title={A Novel Variable Step Size LMS Adaptive Filtering Algorithm Based on Sigmoid Function},
  author={Jingfan, Qin and Jingzheng, Ouyang},
  journal={Journal of Data Acquisition \& Processing},
  volume={3},
  pages={002},
  year={1997}
}

@article{yonaba2010comparing,
  title={Comparing sigmoid transfer functions for neural network multistep ahead streamflow forecasting},
  author={Yonaba, H and Anctil, F and Fortin, V},
  journal={Journal of Hydrologic Engineering},
  volume={15},
  number={4},
  pages={275--283},
  year={2010},
  publisher={American Society of Civil Engineers}
}

@incollection{schafer2007collaborative,
  title={Collaborative filtering recommender systems},
  author={Schafer, J Ben and Frankowski, Dan and Herlocker, Jon and Sen, Shilad},
  booktitle={The adaptive web},
  pages={291--324},
  year={2007},
  publisher={Springer}
}

@article{goldberg1992using,
  title={Using collaborative filtering to weave an information tapestry},
  author={Goldberg, David and Nichols, David and Oki, Brian M and Terry, Douglas},
  journal={Communications of the ACM},
  volume={35},
  number={12},
  pages={61--70},
  year={1992},
  publisher={ACM}
}

@inproceedings{breese1998empirical,
  title={Empirical analysis of predictive algorithms for collaborative filtering},
  author={Breese, John S and Heckerman, David and Kadie, Carl},
  booktitle={Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence},
  pages={43--52},
  year={1998},
  organization={Morgan Kaufmann Publishers Inc.}
}

@article{ekstrand2011collaborative,
  title={Collaborative filtering recommender systems},
  author={Ekstrand, Michael D and Riedl, John T and Konstan, Joseph A},
  journal={Foundations and Trends in Human-Computer Interaction},
  volume={4},
  number={2},
  pages={81--173},
  year={2011},
  publisher={Now Publishers Inc.}
}

@inproceedings{herlocker1999algorithmic,
  title={An algorithmic framework for performing collaborative filtering},
  author={Herlocker, Jonathan L and Konstan, Joseph A and Borchers, Al and Riedl, John},
  booktitle={Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval},
  pages={230--237},
  year={1999},
  organization={ACM}
}

@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}
}


text:
require recipes-graphics/xorg-app/xorg-app-common.inc
SUMMARY = "tiny window manager"
DEPENDS += " libxext libxt libxmu bison-native"

LICENSE = "MIT"
LIC_FILES_CHKSUM = "file://COPYING;md5=4c6d42ef60e8166aa26606524c0b9586"

SRC_URI = "${XORG_MIRROR}/individual/app/${BPN}-${PV}.tar.gz"
SRC_URI[sha256sum] = "4150c9ec595520167ab8c4efcb5cf82641a4c4db78ce0a1cb4834e6aeb7c87fb"

FILES:${PN} += "${datadir}/X11/twm/system.twmrc"
ALTERNATIVE_NAME = "x-window-manager"
ALTERNATIVE_PATH = "${bindir}/twm"
ALTERNATIVE_LINK = "${bindir}/x-window-manager"
ALTERNATIVE_PRIORITY = "1"

license: MIT

repository: openembedded/meta-openembedded

license_type: permissive

repo_name: openembedded/meta-openembedded

branch_name: refs/heads/master

gha_license_id: MIT

gha_language: BitBake

extension: bb


text:
SUMMARY = "Target packages for BeeeOn SDK"

LICENSE = "MIT"

RDEPENDS_${PN} += "\
    dbus-dev \
    dbus-glib-dev \
    libmosquitto \
    libpoco-dev \
    mosquitto-dev \
    openssl-dev \
    protobuf-dev \
    python-dev \
    systemd-dev \
"

inherit packagegroup

repository: BeeeOn/meta-beeeon

repo_name: BeeeOn/meta-beeeon


text:
@Article{He_2009,
  doi = {10.1016/j.foreco.2009.01.041},
  url = {https://doi.org/10.1016/j.foreco.2009.01.041},
  year = {2009},
  month = {apr},
  publisher = {Elsevier {BV}},
  volume = {257},
  number = {10},
  pages = {2010--2016},
  author = {Jun He and Zhimei Zhou and Horst Weyerhaeuser and Jianchu Xu},
  title = {Participatory technology development for incorporating non-timber forest products into forest restoration in Yunnan, Southwest China},
  journal = {Forest Ecology and Management},
}

@Article{Korhonen_2004,
  doi = {10.1080/0376835042000288815},
  url = {https://doi.org/10.1080/0376835042000288815},
  year = {2004},
  month = {oct},
  publisher = {Informa {UK} Limited},
  volume = {21},
  number = {4},
  pages = {603--621},
  author = {Kaisa Korhonen and Ossi Rahkonen and Elina Hemminki},
  title = {Implications of integrated nature conservation for human reproductive health: a case study from Ranomafana National Park, Madagascar},
  journal = {{CDSA}},
}

@Article{Ite_2000,
  doi = {10.1002/(sici)1099-1328(200004)12:3<325::aid-jid655>3.0.co;2-x},
  url = {https://doi.org/10.1002/(sici)1099-1328(200004)12:3<325::aid-jid655>3.0.co;2-x},
  year = {2000},
  month = {apr},
  publisher = {Wiley-Blackwell},
  volume = {12},
  number = {3},
  pages = {325--342},
  author = {Uwem Ite and William Adams},
  title = {Expectations, impacts and attitudes: conservation and development in Cross River National Park, Nigeria},
  journal = {Journal of International Development},
}

repository: marty-downs/evidence-based-heatmap

repo_name: marty-downs/evidence-based-heatmap

extension: bib