Recommendation System for E-commerce Using Alternating Least Squares (ALS) on Apache Spark
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Mohammad Shahadat Hossain | Karl Andersson | Nazmun Nahar | Munmun Biswas | Subasish Gosh | Mohammad Abdul Wahab | N. Nahar | Karl Andersson | M. Wahab | Munmun Biswas | Subasish Gosh
[1] Ameet Talwalkar,et al. MLlib: Machine Learning in Apache Spark , 2015, J. Mach. Learn. Res..
[2] Anuraj Mohan,et al. Recommendation system for big data applications based on set similarity of user preferences , 2016, 2016 International Conference on Next Generation Intelligent Systems (ICNGIS).
[3] Mohammad Shahadat Hossain,et al. A belief rule-based expert system to assess mental disorder under uncertainty , 2016, 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV).
[4] Edward Y. Chang,et al. Pfp: parallel fp-growth for query recommendation , 2008, RecSys '08.
[5] Anas Alzogbi,et al. Towards Distributed Multi-model Learning on Apache Spark for Model-Based Recommender , 2019, 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW).
[6] Mohammad Shahadat Hossain,et al. A belief rule based expert system to diagnose dengue fever under uncertainty , 2017, 2017 Computing Conference.
[7] Mohammad Shahadat Hossain,et al. A Belief Rule Base Expert System for staging Non-Small Cell Lung Cancer under Uncertainty , 2019, 2019 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON).
[8] JinHyun Jooa,et al. Implementation of a Recommendation System Using Association Rules and Collaborative Filtering , 2016 .
[9] Mohammad Shahadat Hossain,et al. A Belief Rule-Based Expert System to Assess Bronchiolitis Suspicion from Signs and Symptoms Under Uncertainty , 2017 .
[10] Kai Chen,et al. Collaborative Filtering and Deep Learning Based Hybrid Recommendation for Cold Start Problem , 2016, 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech).
[11] Tsun Ku,et al. User behavior analysis and commodity recommendation for point-earning apps , 2016, 2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI).
[12] Mohammad Shahadat Hossain,et al. Facial Expression Recognition using Convolutional Neural Network with Data Augmentation , 2019, 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR).
[13] Yehuda Koren,et al. Matrix Factorization Techniques for Recommender Systems , 2009, Computer.
[14] Karl Andersson,et al. A Belief Rule Based Flood Risk Assessment Expert System using Real Time Sensor Data Streaming , 2018, 2018 IEEE 43rd Conference on Local Computer Networks Workshops (LCN Workshops).
[15] Mohammad Shahadat Hossain,et al. Static Hand Gesture Recognition using Convolutional Neural Network with Data Augmentation , 2019, 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR).
[16] Pandian Vasant,et al. The Concept of Information Modeling in Interactive Intelligence Systems , 2019 .
[17] Bin Wu,et al. Parallelization of Latent Group Model for Group Recommendation Algorithm , 2016, 2016 IEEE First International Conference on Data Science in Cyberspace (DSC).
[18] James G. Shanahan,et al. Large Scale Distributed Data Science using Apache Spark , 2015, KDD.
[19] Bankim Patel,et al. Big Data Analysis: Recommendation System with Hadoop Framework , 2015, 2015 IEEE International Conference on Computational Intelligence & Communication Technology.
[20] Mohammad Shahadat Hossain,et al. Bangla Handwritten Character Recognition using Convolutional Neural Network with Data Augmentation , 2019, 2019 Joint 8th International Conference on Informatics, Electronics & Vision (ICIEV) and 2019 3rd International Conference on Imaging, Vision & Pattern Recognition (icIVPR).
[21] Kamal Mohammed Alhendawi,et al. An Intelligent Expert System for Management Information System Failure Diagnosis , 2018, ICIC 2018.
[22] Mohammad Shahadat Hossain,et al. An Integrated Approach of Belief Rule Base and Deep Learning to Predict Air Pollution , 2020, Sensors.
[23] F. Maxwell Harper,et al. The MovieLens Datasets: History and Context , 2016, TIIS.
[24] Dennis M. Wilkinson,et al. Large-Scale Parallel Collaborative Filtering for the Netflix Prize , 2008, AAIM.
[25] Olgierd Unold,et al. Collaborative filtering recommendation algorithm based on Hadoop and Spark , 2015, 2015 IEEE International Conference on Industrial Technology (ICIT).
[26] Sonam Sharma. Dynamic Hashtag Interactions and Recommendations: An Implementation Using Apache Spark Streaming and GraphX , 2020 .
[27] Karl Andersson,et al. An Integrated CNN-RNN Framework to Assess Road Crack , 2019, 2019 22nd International Conference on Computer and Information Technology (ICCIT).
[28] Joseph K. Bradley,et al. Spark SQL: Relational Data Processing in Spark , 2015, SIGMOD Conference.
[29] Lakshmi Tharun Ponnam,et al. Movie recommender system using item based collaborative filtering technique , 2016, 2016 International Conference on Emerging Trends in Engineering, Technology and Science (ICETETS).
[30] Sasmita Panigrahi,et al. A Hybrid Distributed Collaborative Filtering Recommender Engine Using Apache Spark , 2016, ANT/SEIT.