Swapnil Shende

Indian Institute of Technology, Kharagpur

M.TECH THESIS: A MACHINE LEARNING METHODOLOGY FOR EXTRACTING TRAVEL PATTERNS OF RESIDENTS AND TOURISTS USING TWITTER GEOLOCATION DATA.Under: Prof Arkopal K. Goswami-------------------------------------------------------------------------------------In this research, a heuristic classifier along with Supervised Machine Learning Techniques (based on geo-location features) were used to classify Twitter users into Residents and Tourists of city of Delhi. Unsuperviesed Clustering… Show more M.TECH THESIS: A MACHINE LEARNING METHODOLOGY FOR EXTRACTING TRAVEL PATTERNS OF RESIDENTS AND TOURISTS USING TWITTER GEOLOCATION DATA.Under: Prof Arkopal K. Goswami-------------------------------------------------------------------------------------In this research, a heuristic classifier along with Supervised Machine Learning Techniques (based on geo-location features) were used to classify Twitter users into Residents and Tourists of city of Delhi. Unsuperviesed Clustering Techniques were used to find points of attraction of twitter users.Tool's Used: Python, SVM, kNN, Decision Tree, Ensembling Techniques like AdaBoost, Bagging & Voting for Classification and K-Means, DBSCAN and Meanshift for Clustering Show less

Shri Guru Gobind Singhji Institute of Engineering and Technology, Vishnupuri, Nanded

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