Personal Information: Name: Email: |
Bidur Devkota bidur.devkota@gmail.com |
Education and Training: |
Ph. D. Department of ICT Asian Institute of Technology , Thailand August 2016 – July 2020 Research: A Study on Tourism Monitoring using Social Media and Nighttime Light Remote Sensing Data This work focuses on extracting crowdsourced data from online sources like Twitter, Flickr and OpenStreetMap as well as remote sensing data and analyze them to identify and describe tourism areas (study area: Nepal). Data analysis is done using state-of-the art spatial clustering and text mining algorithms like DBSCAN, TFIDF, etc. Opensources tools like Python and QGIS are used for extracting and analyzing the data.Master of Engineering- Department of ICT Asian Institute of Technology , Thailand August 2010 – June 2012 Thesis: Directed Accident Information Dissemination in Vehicular Ad-hoc Network This work proposes an approach for disseminating alert messages among vehicles on the road, for city and highway conditions, in a directional manner so as to ensure safe and improved road experienceBachelors of Engineering (Software Engineering) Gandaki College of Engineering and Science, Pokhara University, Nepal August 2002 – September 2006 |
Experties |
Programming Languages & Platforms like Python, R, C, PHP, Java, Google Earth Engine, WebGIS Tools like ArcGIS, QGIS, Latex. Operating System: Linux and Windows |
Internship |
National Institute of Advanced Industrial Science & Technology, Data Platform Research Team, Tokyo, Japan May 2018 – August 2018 Research Area: Machine Learning, Text Mining, Social Media Mining This work focuses on extracting hotel review data from travel portals like TripAdvisor to identify important hotel aspects and their weight so as to rank the hotels based on the discovered aspects and their rank. State-of-the art algorithms like Latent Dirichlet Allocation and Word2Vec were used for the purpose. Python programming language is used for extracting and analysing the data. |
Work Experience: |
Lecturer , Information Technology Gandaki University, Pokhara, Nepal May 2021 – PresentFreelance Researcher Social Media Analysis, Machine Learning (Land Cover Mapping) and Geospatial Big Data analysis (Mobility analysis Using Probe Data)Lecturer , Part Time Departmentof Information System Engineering & Software Engineering Gandaki College of Engineering and Science, Pokhara University, Nepal Jan 2021 – PresentMSc. Coordinator, Communications and Knowledge Engineering Program, Electronics and Computer Department, Pashchimanchal Campus, Tribhuvan University, Pokhara, Nepal October 2015 – July 2016 Lecturer , Lecturer, Software Engineering Research Associate Software Programmer
Lecturer, Software Engineering |
Awards: |
Fellowship for Second Nepal Winter School in AI, Organized by Nepal Applied Mathematics and Informatics Institute for Research (NAAMII), 10-20 December, 2019 Pokhara, Nepal
Financial support for participation in International Training Workshop on BeiDou Technology and Its Applications in the Belt and Road Countries and Regions, Organized by China Satellite Navigation Office Academic Exchange Center, 16-29 September, 2019 Financial support by National Institute of Advanced Industrial Science and Technology, Japan for participation in The 6th IEEE International Conference on Big Data and Smart Computing, 27th February – 2nd March, 2019, Kyoto, Japan Japanese Government Scholarshi to pursue Ph.D. Degree at Asian Institute of Technology, Thailand, August 2016 Best Paper Award- “Machine Aided Back of the Book Indexing” (NaSCoIT Conference 2013) Asian Institute of Technology- Fellowship to pursue Master’s Degree in Information Management, Thailand, August 2010 Gandaki College of Engineering and Science – Semester topper Awards during Bachelors of Software Engineering, Nepal First Prize -Secondary Level Science Exhibition, PABSON, Nepal |
Articles: |
Using machine learning to discover tourism areas of interest from tweet clusters CSIS Days 2020 – Research Presentation on Spatial Information Science , 20 – 21 November 2020, University of Tokyo, Japan. Bidur Devkota, Hiroyuki MiyazakiUtilizing User Generated Contents to describe Tourism Areas of Interest. First International Conference on Smart Technology & Urban Development (STUD 2019) December 13-14, 2019, Chiang Mai, Thailand Bidur Devkota, Hiroyuki Miyazaki, Niraj PahariUsing Volunteered Geographic Information and Nighttime Light Remote Sensing Data to Identify Tourism Areas of Interest. Sustainability 2019, 11, 4718. Bidur Devkota, Hiroyuki Miyazaki, Apichon Witayangkurn, Sohee Minsun KimDisaggregate Hotel Evaluation by Using Diverse Aspects from User Reviews The 6th IEEE International Conference on Big Data and Smart Computing, 27th February – 2nd March, 2019, Kyoto, Japan Bidur Devkota, Chenyi Zhuang, Kyoungsook Kim, Hiroyuki Miyazaki An Exploratory Study on the Generation and Distribution of Geotagged Tweets in Nepal Development of Social Media Data Collection System and its Preliminary Analysis. Online Social Networks and its potentialities for Nepalese Tourism Promotion ( OODBODHAN, Vol 4, No.1, Aug 2016 ) Integrating romanized Nepali spellchecker with SMS based decision support system for Nepalese farmers Challenges and Factors affecting E-Governance practises in Nepal , 2015 9th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), Kathmandu, 2015 Information and Communication Technology for developing Pokhara as a Smart City (Pokhara Darpan Journal , Volume 19.1, Feb 2015) Machine Aided Back of the Book Indexing (Seventh National Students’ Conference on Information (NaSCoIT 2013), September 28, 2013, Kathmandu, Nepal. ) Network Coding Based Bulk Data Synchronization in Mobile Ad Hoc Networks (AINTEC ’13, November 13 – 15, 2013, Chiang Mai, Thailand ACM 978-1-4503-2451-9/13/11) |
Book: |
Java Programming Basic, 2016, ISBN:993788818-2, M.K.Publishers & Distributors,Kathmandu,Nepal |
Trainings Attended: |
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