A proximity-based recommender system for indoor spaces

vi Εκτεταμένη Περίληψη vii

[1]  Zaixin Lu,et al.  Wireless Indoor Localization Using Passive RFID Tags , 2019, Procedia Computer Science.

[2]  Swapnesh C. Patel,et al.  Beacon for Proximity Target Marketing , 2016 .

[3]  Ling Chen,et al.  LCARS , 2014, ACM Trans. Inf. Syst..

[4]  Mao Ye,et al.  Exploiting geographical influence for collaborative point-of-interest recommendation , 2011, SIGIR.

[5]  Peng Li,et al.  An RFID Indoor Positioning Algorithm Based on Bayesian Probability and K-Nearest Neighbor , 2017, Sensors.

[6]  Hui Xiong,et al.  A General Geographical Probabilistic Factor Model for Point of Interest Recommendation , 2015, IEEE Transactions on Knowledge and Data Engineering.

[7]  Sangsoo Kim,et al.  Performance Comparison of Indoor Positioning Schemes Exploiting Wi-Fi APs and BLE Beacons , 2018, 2018 5th NAFOSTED Conference on Information and Computer Science (NICS).

[8]  Charu C. Aggarwal,et al.  Mining massively incomplete data sets by conceptual reconstruction , 2001, KDD '01.

[9]  Ruslan Salakhutdinov,et al.  Probabilistic Matrix Factorization , 2007, NIPS.

[10]  H. Sebastian Seung,et al.  Algorithms for Non-negative Matrix Factorization , 2000, NIPS.

[11]  Mehrbakhsh Nilashi,et al.  Collaborative filtering recommender systems , 2013 .

[12]  Heping Pan,et al.  Application of dimensionality reduction technique to improve geophysical log data classification performance in crystalline rocks , 2015 .

[13]  Kin K. Leung,et al.  A Survey of Indoor Localization Systems and Technologies , 2017, IEEE Communications Surveys & Tutorials.

[14]  Nikolaos Polatidis,et al.  Recommender Systems: The Importance of Personalization in E-Business Environments , 2013, Int. J. E Entrepreneurship Innov..

[15]  Jae-Young Pyun,et al.  Practical Fingerprinting Localization for Indoor Positioning System by Using Beacons , 2017, J. Sensors.

[16]  András A. Benczúr,et al.  Methods for large scale SVD with missing values , 2007 .

[17]  Petra Holtzmann,et al.  Global Positioning System Theory And Practice , 2016 .

[18]  Peter Han Joo Chong,et al.  BeaLib: A Beacon Enabled Smart Library System , 2017 .

[19]  John Riedl,et al.  GroupLens: an open architecture for collaborative filtering of netnews , 1994, CSCW '94.

[20]  Michael R. Lyu,et al.  Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks , 2012, AAAI.

[21]  Juha-Pekka Makela,et al.  Indoor geolocation science and technology , 2002, IEEE Commun. Mag..

[22]  Charu C. Aggarwal,et al.  Data Mining: The Textbook , 2015 .

[23]  Shahzad Qaiser,et al.  Text Mining: Use of TF-IDF to Examine the Relevance of Words to Documents , 2018, International Journal of Computer Applications.

[24]  Nitya Narasimhan,et al.  Using location for personalized POI recommendations in mobile environments , 2006, International Symposium on Applications and the Internet (SAINT'06).

[25]  Thomas E. Nisonger,et al.  The “80/20 Rule” and Core Journals , 2008 .

[26]  Hao Wang,et al.  Location recommendation in location-based social networks using user check-in data , 2013, SIGSPATIAL/GIS.

[27]  Zhongduo Lin,et al.  Indoor Location-based Recommender System , 2013 .

[28]  Alexander Felfernig,et al.  Recommender Systems: An Overview , 2011, AI Mag..

[29]  Faheem Zafari,et al.  Microlocation for Internet-of-Things-Equipped Smart Buildings , 2015, IEEE Internet of Things Journal.

[30]  Nikos Mamoulis,et al.  P-LAG: Location-Aware Group Recommendation for Passive Users , 2017, SSTD.

[31]  W. H. Engelmann,et al.  The National Human Activity Pattern Survey (NHAPS): a resource for assessing exposure to environmental pollutants , 2001, Journal of Exposure Analysis and Environmental Epidemiology.

[32]  Werner Vogels,et al.  Dynamo: amazon's highly available key-value store , 2007, SOSP.

[33]  K. J. Ray Liu,et al.  High accuracy indoor localization: A WiFi-based approach , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[34]  Pattie Maes,et al.  Social information filtering: algorithms for automating “word of mouth” , 1995, CHI '95.

[35]  Mahmoud Elkhodr,et al.  Emerging Wireless Technologies in the Internet of Things: a Comparative Study , 2016, ArXiv.

[36]  Klaithem Al Nuaimi,et al.  A survey of indoor positioning systems and algorithms , 2011, 2011 International Conference on Innovations in Information Technology.

[37]  James She,et al.  Notify-and-interact: A beacon-smartphone interaction for user engagement in galleries , 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).