Publications

  1. Hsiu-Ping Lin, Min-Goo Kang, Jongwook Woo, “Comparing Scalable Multiclass Classification Models to Rate Amazon Books”, KSII The 15th International Conference on Internet (ICONI) 2023, Dec 17-20,2023, Hochiminh, Vietnam,  ISSN 2093-0542

  2. SunnyoungLee, Hsiu-Ping Lin, JihyunPark, Eugene Lim, Jongwook Woo, “NLP Models Classifying Helpful Ratings in OpenTable Dataset”, KSII The 15th International Conference on Internet (ICONI) 2023, Dec 17-20,2023, Hochiminh, Vietnam,  ISSN 2093-0542

  3. Aishwarya Gupta, Rahul S. Bhogale, Priyanka Thota, Prathushkumar Dathuri, Jongwook Woo, "Insuring Smiles: Predicting routine dental coverage using Spark ML", Oct 13 2023,  https://arxiv.org/abs/2310.09229

  4. Philip Wong, Phue Thant, Pratiksha Yadav, Ruta Antaliya, Jongwook Woo, "Using Spark Machine Learning Models to Perform Predictive Analysis on Flight Ticket Pricing Data", Oct 11 2023,  https://arxiv.org/abs/2310.07787

  5. Dhwani Vaishnav, Manimozhi Neethinayagam, Akanksha S Khaire, Mansi Vivekanand Dhoke, Jongwook Woo, "CFPB Consumer Complaints Analysis Using Hadoop", Oct 9 2023,  https://arxiv.org/abs/2310.06076

  6. Hsiu-Ping Lin, Suman Chauhan, Yougender Chauhan, Nagender Chauhan, Jongwook Woo, "Amazon Books Rating prediction & Recommendation Model", Oct 4 2023,  https://arxiv.org/abs/2310.03200

  7. Dalyapraz Manatova, Jongwook Woo, "Machine Learning vs. Deep Learning on a
    Tabular Traffic Dataset in Big Data    ", KSII The 18th Asia Pacific International Conference on Information Science and Technology (APIC-IST)  June 25-28 2023, pp167-169, ISSN 2093-0542

  8. Jairo Juarez, Wendy Flores, Zhenfei Lu, Mako Hattori, Melissa Hernandez, Safir Larios-Ramirez, Jongwook Woo, "Consumer's Behavior Analysis of Electric Vehicle using Cloud Computing in the State of New York", June 5 2023,  https://arxiv.org/abs/2306.01888

  9. Jong-hyun Jeong, MingooKang, Jongwook Woo, "Image Classification Investigating of flat 3-dimension Store-signboards with VGG-16 Model", Journal of Hanshin Information and Science (HSIS), Dec., 2022: Vol.16 No.1: 28-33

  10. Savita Yadav, Samyuktha Muralidharan, Jongwook Woo, "Comparing Scalable Predictive Analysis using Spark XGBoost Platforms", KSII The 14th International Conference on Internet (ICONI) 2022, Dec 11-13 2022, Jeju Island, Korea,  pp391-393, ISSN 2093-0542

  11. J. I. Kang, H. Parekh, P. Ramdas, S. Lee and J. Woo, "Comparing Regression Models Predicting the Price of Used Cars in Big Data," 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 2022, pp. 01-04, doi: 10.1109/ICCE-Asia57006.2022.9954633.

  12. Muralidharan, S., Yadav, S., Huh, J., Lee, S., & Woo, J. (June 2022). Scalable Prediction Models for Airbnb Listing in Spark Big Data Cluster using GPU-accelerated RAPIDS. Journal of Information and Communication Convergence Engineering, 20(2), 96–102. https://doi.org/10.6109/JICCE.2022.20.2.96

    • JICCE has been indexed by SCOPUS and KCI

  13. Samyuktha Muralidharan, Savita Yadav, Sanghoon Lee, and, Jongwook Woo, "Scalable Price Prediction Models of Hosting Business Leveraging Big Data with GPU", KSII The 17th Asia Pacific International Conference on Information Science and Technology (APIC-IST)  June 19-21 2022, pp95-97, ISSN 2093-0542

  14. Savita Yadav, Samyuktha Muralidharan, Sanghoon Lee, Jongwook Woo, "Scalable Predictive Analysis for Airbnb Listing Rating", KSII The 13th International Conference on Internet (ICONI) 2021, Dec 12-14 2021, Jeju Island, Korea,  pp370-372, ISSN 2093-0542

  15. Jae Hoon Lee, Timothy Rochester, Riker Santivong, Wesam Farjo, Justin Licea, Jongwook Woo, "The Correlation of Covid-19 Vaccination and Confirmed Cases Using Scalable Big Data", KSII The 13th International Conference on Internet (ICONI) 2021, Dec 12-14 2021, Jeju Island, Korea,  pp391-393, ISSN 2093-0542

  16. Chris Collins, Roxana Cuevas, Edward Hernandez, Reece Hernandez, Breanna Le, Jongwook Woo, "Scalable Analysis for Covid-19 and Vaccine Data", Aug 8 2021,  arXiv:2108.02898

  17. Ankita Paul, Shuvadeep Kundu, and Jongwook Woo, "Iowa Liquor Sales Data Predictive Analysis using Spark," Asia Pacific Journal of Information Systems (APJIS), VOL.31│NO.1│June 2021, pp185~196, ISSN 2288-5404 (Print) / ISSN 2288-6818 (Online)

    • APJIS has been indexed by SCOPUS

  18. Dalyapraz Dauletbak, Junghoon Heo, Sooyoung Kim, Yeon Pyo Kim and, Jongwook Woo, "Scalable Traffic Predictive Analysis for Smart City using GPU in Big Data", KSII The 16th Asia Pacific International Conference on Information Science and Technology (APIC-IST)  June 20-22 2021, pp144-148, ISSN 2093-0542

  19. Priyanka Purushu, Junghoon Heo, Sooyoung Kim, Yeon Pyo Kim and, Jongwook Woo, "Predictive Analysis of Transaction Fraud leveraging Big Data for Deep Learning", KSII The 16th Asia Pacific International Conference on Information Science and Technology (APIC-IST) June 20-22 2021, pp149-154, ISSN 2093-0542

  20. Shradha Shinde, Jay Joshi, Sowmya Mareedu, Yeon Pyo Kim, Jongwook Woo, "Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities", April 25 2021, arXiv:2104.11349

  21. Mohsen Alam, Benjamin Cevallos, Oscar Flores, Randall Lunetto, Kotaro Yayoshi, Jongwook Woo, “Yelp Dataset Analysis using Scalable Big Data”,  April 19 2021, arXiv:2104.08396

  22. Velma Jones, Kendra Keyse, Alfredo Melgoza, Karen Perez, Tammy Qamar, Jason Villalpando, Jongwook Woo, “Avocado Buying Trends in the United States Using SAC”, April 10 2021, arXiv:2104.04649

  23. Monika Mishra, Jongwook Woo, "Predicting the Ratings of Amazon Products Using Big Data" in Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, ISSN 1942-4795, https://onlinelibrary.wiley.com/doi/10.1002/widm.1400, Dec 2020

    •  WIREs DMKD belongs to SCIE (SCIENCE CITATION INDEX EXPANDED) that is the SCI expansion, which is the famous science journal index. It has Impact factor: 4.476; 2019 Journal Citation Reports (Clarivate Analytics): 27/136 (Computer Science, Artificial Intelligence), 12/108 (Computer Science, Theory & Methods)

  24. Monika Mishra, Mingoo Kang, Jongwook Woo, “Leveraging Big Data for Spark Deep Learning to Predict Rating”, Journal of Internet Computing and Services, Volume 21 Issue 6, pp33-39, 2020, 1598-0170(pISSN), 2287-1136(eISSN)
    • JICS has been indexed by KCI

  25. Shradha Shinde, Jay Joshi, Sowmya Mareedu, Yeon Pyo Kim and Jongwook Woo, “COVID-19: Forecasting Cases & Fatalities”, The Eleventh Annual Post-ICIS KrAIS Research Workshop 2020, Virtual Conference, Dec 2020

  26. Priyanka Purushu, Jongwook Woo, "Financial Fraud Detection adopting Distributed Deep Learning in Big Data", KSII The 15th Asia Pacific International Conference on Information Science and Technology (APIC-IST) 2020, July 5 -7 2020, Seoul, Korea, pp271-273, ISSN 2093-0542

  27. Monika Mishra, Dalya Manatova, Jongwook Woo, "COVID-19 Data Statistics and Forecasting," KAUPA News Letter, vol. 20, no. 2, pp. 8-9, March 32 2020

  28. D. Dauletbak and J. Woo, "Big Data Analysis and Prediction of Traffic in Los Angeles," KSII Transactions on Internet and Information Systems, vol. 14, no. 2, pp. 841-854, 2020. DOI: 10.3837/tiis.2020.02.021

    • TIIS has been indexed by SCIE and SCOPUS

  29. Monika Mishra, Mingoo Kang, Jongwook Woo, “Rating Prediction using Deep Learning and Spark”, The 11th International Conference on Internet (ICONI 2019), pp307-310, Dec 15-18 2019, Hanoi, Vietnam

  30. Neha Gupta, Hai Anh Le, Maria Boldina, Jongwook Woo, "Predicting fraud of AD click using Traditional and Spark ML", KSII The 14th Asia Pacific International Conference on Information Science and Technology (APIC-IST) 2019, pp24-28, ISSN 2093-0542

  31. Dalyapraz Dauletbak, Jongwook Woo, "Traffic Data Analysis and Prediction using Big Data", KSII The 14th Asia Pacific International Conference on Information Science and Technology (APIC-IST) 2019, pp127-133, ISSN 2093-0542

    • Outstanding Paper Award received

  32. Monika Mishra, Jaydeep Chopde, Maitri Shah, Pankti Parikh, Rakshith Chandan Babu, Jongwook Woo, "Big Data Predictive Analysis of Amazon Product Review", KSII The 14th Asia Pacific International Conference on Information Science and Technology (APIC-IST) 2019, pp141-147, ISSN 2093-0542

  33. Ruchi Singh and Jongwook Woo, "Applications of Machine Learning Models on Yelp Data", Asia Pacific Journal of Information Systems (APJIS), Vol.29, No.1, 2019, pp35-49, ISSN 2288-5404 

    • APJIS has been indexed by SCOPUS

  34. Priyanka Purushu, Niklas Melcher, Bhagyashree Bhagwat, Jongwook Woo, "Predictive Analysis of Financial Fraud Detection using Azure and Spark ML", Asia Pacific Journal of Information Systems (APJIS), VOL.28│NO.4│December  2018, pp308~319, ISSN 2288-5404 

    • APJIS has been indexed by SCOPUS

  35. Kunal Pritwani, Knox Wasley, and Jongwook Woo, "Spark Big Data Analysis of World Development Indicators", in Global Journal of Computer Science and Technology (GJCST-C), Volume 18 Issue 3, Aug 2018

    • GJCST has been indexed by ProQuest, BASE, Pennsylvania Digital Library, Universität Karlsruhe, Ulrich’s, JournalSeek Database, Education Resources Information Center, ERIC, Open J-Gate, Informatics Limited, Google Scholar, Bielefeld Academic Search Engine, ourGlocal, Harvester2, HeadKeys, WoTUG, ABCentral

  36. Kunal Pritwani, Knox Wasley, and Jongwook Woo, “Big Data Analysis of World Development Indicators using Apache Spark”,  2017 Pre-ICIS SIGDSA Symposium, Korea, Dec 2017

  37. (Accepted on June 2017) Narendra Mali, Bhagyashree Jadhav, Mittal Vaghela, Jongwook Woo, “Analyzing Building and Safety Permit using Big Data”, in The 57th International Association for Computer Information Systerms: IACIS 2017, Philadelphia, PA, October 4 - 7, 2017

  38. Singh, Ruchi; Ananth, Yashaswi; Woo, Jongwook, “Big Data Analysis of Local Business and Reviews” (here), in The 19th International Conference on Electronic Commerce: ICEC 2017, Pangyo, Seongnam, Korea, August 17- 18, 2017 (program)

  39. Nillohit Bhattacharya  and Jongwook Woo, "Airline Data Set Analysis using Big Data in Cloud Computing" in The 2017 Korea Society of Management Information Systems Spring Annual Conference (KMIS 2017), Chonnam University, Korea, June 6 - 9 2017

  40. Kunal Pritwani, Atinder Singh, Dharmesh Soni, Mounika Vallabhaneni and Jongwook Woo, “Historical College Scorecard Big Data Analysis using In-Memory Processing", in Global Journal of Computer Science and Technology (GJCST) Volume 17, Issue 1: 21-27, ISSN 0975-4172 

    • GJCST has been indexed by ProQuest, BASE, Pennsylvania Digital Library, Universität Karlsruhe, Ulrich’s, JournalSeek Database, Education Resources Information Center, ERIC, Open J-Gate, Informatics Limited, Google Scholar, Bielefeld Academic Search Engine, ourGlocal, Harvester2, HeadKeys, WoTUG, ABCentral

  41.  Manvi Chandra and Jongwook Woo, “Big Data Prediction in Hydrogen Gas Power Plant using Apache Spark”, in the Review of KSCI (Korean Society of Computer and Information), volume 25, no 1, 2017

    • KSCI has been indexed by KCI

  42. Manik Katyal, Parag Chhadva, Shubhra Wahi, and Jongwook Woo, “Big Data Analysis using Spark for Collision Rate near CalStateLA", in Global Journal of Computer Science and Technology (GJCST) Volume 16 Issue 4: 1-8, ISSN 0975-4172

    • GJCST has been indexed by ProQuest, BASE, Pennsylvania Digital Library, Universität Karlsruhe, Ulrich’s, JournalSeek Database, Education Resources Information Center, ERIC, Open J-Gate, Informatics Limited, Google Scholar, Bielefeld Academic Search Engine, ourGlocal, Harvester2, HeadKeys, WoTUG, ABCentral

  43. Bayan Alghuraybi , Krishna Marvaniya, Guojun Xia, Jongwook Woo, “Analyze NYC Taxi Data Using Hive and Machine Learning” in International Journal of Database Theory and Application, June 2016, Vol.9, No.6 (2016), pp.191-198, ISSN 2005-4270 (Download)

    • IJTDA has been indexed by Cabell etc

  44. Richa Kankarej, Piyush Giri, Pooja Sarang, Jongwook Woo, “Data Analysis using Hive and Map-Reduce on Persons Obtaining Lawful Permanent Resident Status in USA ” in Journal of Science and Technology, Nov 2015, Volume 5, no 11, pp579-584, ISSN 2225-7217

  45. Jay Mehta and Jongwook Woo, “Big Data Analysis of Historical Stock Data Using Hive”, in Journal of Systems and Software, August 2015, Vol. 5 No. 2, pp40-43, ISSN 2222-9833

  46. Nillohit Bhattacharya and Jongwook Woo, “Big Data Analysis of Airline Data Set using Hive”, in Journal of Systems and Software, August 2015, Vol. 5 No. 2, pp22-26, ISSN 2225-7217

  47. Jongwook Woo, “Market Basket Analysis using Spark”, in Journal of Science and Technology, April 2015, Volume 5, No 4, pp207-209, ISSN 2225-7217

  48. Deeksha Lakshmi, Iksuk Kim, Jongwook Woo, “Analysis of MovieLens Data Set using Hive”, in Journal of Science and Technology, Dec 2013, Volume 3, no 12, pp1194-1198, ISSN 2225-7217

  49. Iksuk Kim, Deeksha Lakshmi , Jongwook Woo, “Analysis of U.S Movie Audience using Big Data” in ICCC International Digital Design Invitation Exhibition (ICCC 2014), p25-26, 2014

  50. Jongwook Woo, “Information Retrieval Architecture for Heterogeneous Big Data on Situation Awareness”, in International Journal of Advanced Science and Technology (IJAST), Science & Engineering Research Support soCiety (SERSC), Oct 2013, Volume 59, No 9, pp113-122, ISSN 2005-4238

    • IJAST has been indexed by Cabell etc

  51. Jongwook Woo, DMKD-00150, “Market Basket Analysis Algorithms with MapReduce”, Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, Oct 28 2013, Volume 3, Issue 6, pp445-452, ISSN 1942-4795

    • DMKD has been indexed by SCIE

  52. Jongwook Woo, “Market Basket Analysis Algorithm on Map/Reduce in AWS EC2”, in International Journal of Advanced Science and Technology (IJAST), Science & Engineering Research Support soCiety (SERSC), Sept 2012, Volume 46, No 3, pp25-38, ISSN 2005-4238,

    • IJAST has been indexed by Cabell etc

  53. Jongwook Woo, “Information Retrieval/Integration Systems for Heterogeneous Data on Situation Awareness”, in Journal of Systems and Software, April 2012, Volume 2, No 4, pp141-146, ISSN 2222-9833, ARPN

  54. “Market Basket Analysis Algorithm with no-SQL DB HBase and Hadoop”, Jongwook Woo, Siddharth Basopia, Yuhang Xu, Seon Ho Kim, The Third International Conference on Emerging Databases (EDB 2011), Songdo Park Hotel, Incheon, Korea, Aug. 25-27, 2011 (pdf only  page 1 and 12)

  55. “Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing”, Jongwook Woo and Yuhang Xu, The 2011 international Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2011), Las Vegas (July 18-21, 2011) (Slide, pdf)

  56. Jongwook Woo and MinSeok Jang, “The Comparison of WML, cHTML, and XHTML-MP in m-Commerce”, in Journal of Software, Oct 2008, Volume 3, Issue 7, pp. 22-29, ISSN 1796-217X, Academy Publisher

  57. Ricardo Sanchez, Megan Riddle, Jongwook Woo and Jamil Momand, “Prediction of reversibly oxidized protein cysteine thiols using the C4.5/J48 classifier and protein structure properties”, in Protein Science, the Journal, March 2008, Volume 17, Issue 3, pp. 473-481, ISSN 0961-8368,  Cold Spring Harbor Laboratory Press

    • Protein Science, The Journal has been indexed by SCI

  58.   “Wireless Financial Transaction Reporting System in m-Commerce”, Jongwook Woo, Issues in Information Systems (IIS), Volume VIII, No. 2, 2007, pp. 103-106,  ISSN 1529-7314

    • IIS has been indexed by Cabell

  59. Jongwook Woo, “The Comparison of J2EE and .NET for Enterprise Information Systems”, For S/W reviews in Journal of Scalable Computing: Practices and Experience (SCPE), June 2007, pp131-140, Volume 8, No1, ISSN 1895-1767, Szkoła Wyższa Psychologii Społecznej (SWPS)

    • SCPE has been indexed in Scopus SciVerse, Thompson Reuters Emerging Sources Citation Index

  60. “Traversal Pattern Mining in Web Environment”, MinSeok Jang, Weon-Goo Kim, Yon-Sik Lee, Jongwook Woo, Lecture Notes in Computer Science (LNCS), Dec 2005, Vol 3828/2005, pp. 801-805, ISSN 0302-9743,  Berlin, Springer-Verlag.

    • LNCS was indexed by SCIE on 2005

  61. Jongwook Woo, Jean-Luc Gaudiot, Andrew L Wendelborn, “Alias Analysis in Java with Reference-Set Representation for High-Performance Computing”, in International Journal of Parallel Programming, IJPP, February 2004, pp39-76, Volume 32, No1, ISSN 0885-7458, USA, Kluwer Academic Publishers  

    • IJPP has been indexed by SCIE

  62. Jongwook Woo, “Static Analysis for Java with Alias Representation Reference-Set in High-Performance Computing”, Journal of Scalable Computing: Practices and Experience (SCPE), March 2003 (Published March 2005), pp131-145, Volume 6, No1, ISSN 1895-1767, Szkoła Wyższa Psychologii Społecznej (SWPS)

  • SCPE has been indexed in Scopus SciVerse, Thompson Reuters Emerging Sources Citation Index