Welcome to my personal site

I am Bundit Manaskasemsak. Currently, I am a member of Massive Information & Knowledge Engineering Laboratory. I am also a lecturer (assistant professor) of Department of Computer Engineering, Faculty of Engineering, Kasetsart University, Bangkok 10900, Thailand.

My research interests include, but are not limited to: Web Search Technology, Information Retrieval, Knowledge Discovery from the Web, Social Network Analysis, High Performance Computing.

Undergraduate Courses

01204111 Computer & Programming

2/2014, 1/2015, 2/2015, 1/2016, 2/2016, 1/2017, 2/2017, 1/2018, 2/2018, 1/2019, 2/2019, 1/2020, 2/2020, 1/2021

01204212 Abstract Data Types and Problem Solving

1/2020, 1/2021

01204453 Web Information Retrieval and Mining

2/2013, 1/2014, 1/2015, 1/2016, 1/2017, 1/2018, 1/2019, 2/2020

01204456 Social Networks Data Mining

1/2014, 2/2014, 2/2015, 2/2016, 2/2017, 2/2018, 2/2019

01204496 Selected Topics in Computer Engineering (Mobile SW Dev.)

2/2014

01204496 Selected Topics in Computer Engineering (Social Networks)

1/2013

01204498 Special Problems (Social Networks)

1/2013

Graduate Courses

01204553 Information Storage and Retrieval

2/2013, 1/2015, 1/2017, 1/2019

01204557 Big Data Analytics

1/2016

01204558 Social Network Analysis

2/2015, 2/2017, 2/2019

01204596 Select Topics Methods in Computer Engineering (Social Networks)

1/2013

Undergraduate Courses @KU, Si Racha Campus

02739482 Seminar Workshop in Information Technology II

1/2011

418261 Structured Programming (C Language)

2/2005

Research Area

Web Search Technology, Information Retrieval, Knowledge Discovery from the Web, Social Network Analysis, High Performance Computing

Publications ( Scopus | DBLP | Google | ACM | ResearchGate | Microsoft )

Journal Publications
  1. B. Manaskasemsak, J. Tantisuwankul, and A. Rungsawang. (2021) Fake Review and Reviewer Detection Through Behavioral Graph Partitioning Integrating Deep Neural Network. Neural Computing and Applications, Published: 20 April 2021 (IF=5.606, SJR=0.713@Q1 in 2020)
  2. T. Suebchua, B. Manaskasemsak, A. Rungsawang, and H. Yamana. (2018) Efficient Topical Focused Crawling Through Neighborhood Feature. New Generation Computing, 36(2):95-118. (IF=0.722, SJR=0.242@Q3 in 2017)
  3. B. Manaskasemsak and A. Rungsawang. (2015) Web Spam Detection using Trust and Distrust-based Ant Colony Optimization Learning. International Journal of Web Information Systems, 11(2):142-161. (SJR=0.121@Q4 in 2014)
  4. B. Manaskasemsak, A. Rungsawang, and H. Yamana. (2011) Time-Weighted Web Authoritative Ranking. Information Retrieval, 14(2):133-157. (IF=1.327, SJR=1.434@Q1 in 2010)
International Conference Publications
  1. J. Tantisuwankul, B. Manaskasemsak, and A. Rungsawang. (2020) Identifying Influencers in Thai Internet Forum based on Topic-oriented Gravity Model. In Proceedings of the 4th International Conference on Computer Science and Artificial Intelligence (CSAI 2020), pp. 271-277.
  2. J. Tantisuwankul, B. Manaskasemsak, and A. Rungsawang. (2019) A Study on Thai Internet's Clickstream Data Using Topological Data Analysis. In Proceedings of the 10th International Conference on Information Science and Applications (ICISA 2019), LNEE, vol. 621, pp. 589-599.
  3. B. Manaskasemsak, C. Chanmakho, J. Klainongsuang, and A. Rungsawang. (2019) Opinion Spam Detection through User Behavioral Graph Partitioning Approach. In Proceedings of the 3rd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2019), pp. 73-77.
  4. S. Jinarat, B. Manaskasemsak, and A. Rungsawang. (2018) Short Text Clustering based on Word Semantic Graph with Word Embedding Model. In Proceedings of Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS&ISIS 2018), pp. 1427-1432.
  5. S. Sitthithai, B. Manaskasemsak, and A. Rungsawang. (2018) Legal Search System using Ontology for Government Agencies in Lao PDR. In Proceedings of the 7th ICT International Student Project Conference (ICT-ISPC 2018), pp. 124-128.
  6. C. Chaweewan, A. Surarerks, A. Rungsawang, and B. Manaskasemsak. (2018) Development of Programming Capability Framework Based on Aptitude and Skill. In Proceedings of the 3rd International Conference on Computer and Communication Systems (ICCCS 2018), pp. 104-108.
  7. T. Suebchua, B. Manaskasemsak, A. Rungsawang, and H. Yamana. (2018) History-enhanced Focused Website Segment Crawler. In Proceedings of the 32nd International Conference on Information Networking (ICOIN 2018), pp. 80-85.
  8. B. Manaskasemsak, R. Phuangpanya, and A. Rungsawang. (2017) Topic-Constrained Influence Maximization in Social Networks. In Proceedings of the 3rd International Conference on Communication and Information Processing (ICCIP 2017), pp. 405-410.
  9. S. Yamaguchi, T. Terada, B. Manaskasemsak, A. Rungsawang, and P. Leelaprute. (2017) Tour Miner: Mining System of Tour Plans from SNS –Smelting Function from Travel Records to Tour Routes–. In Proceedings of the IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW 2017), pp. 239-240.
  10. T. Khamket, A. Rungsawang, and B. Manaskasemsak. (2017) Topic Preference-Based Random Walk Approach for Link Prediction in Social Networks. In Proceedings of the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) (Part I), LNCS/LNAI, vol. 10191, pp. 120-129.
  11. B. Manaskasemsak, B. Chinthanet, and A. Rungsawang. (2016) Graph Clustering-based Emerging Event Detection from Twitter Data Stream. In Proceedings of the 5th International Conference on Network, Communication and Computing (ICNCC 2016), pp. 37-41.
  12. Z. Gou, S. Tsugawa, A. Korkaew, S. Yamaguchi, T. Khamket, B. Manaskasemsak, and A. Rungsawang. (2016) An Interest-based Tour Planning Tool by Process Mining from Twitter. In Proceedings of the IEEE 5th Global Conference on Consumer Electronics (GCCE 2016), pp. 636-639.
  13. B. Manaskasemsak, N. Dejkajonwuth, and A. Rungsawang. (2015) Community Centrality-Based Greedy Approach for Identifying Top-K Influencers in Social Networks. In Proceedings of the 4th International Conference on Context-Aware Systems and Applications (ICCASA 2015), LNICST, vol. 165, pp. 141-150.
  14. K. Chutmongkolporn, B. Manaskasemsak, and A. Rungsawang. (2015) Graph-Based Opinion Entity Ranking in Customer Reviews. In Proceedings of the 15th International Symposium on Communications and Information Technologies (ISCIT 2015), pp. 161-164.
  15. B. Manaskasemsak, P. Pumjang, and A. Rungsawang. (2015) Adaptive Clustering-Based Change Prediction for Refreshing Web Repository. In Proceedings of the 15th International Conference on Computational Science and Its Applications (ICCSA 2015), LNCS, vol. 9155, pp. 516-528.
  16. S. Ruangwan, P. Yangcharoenyong, A. Surarerks, B. Manaskasemsak, and A. Rungsawang. (2015) Study of User Behavior Evolution in Kasetsart University Facebook Usage. In Proceedings of the 19th International Annual Symposium on Computational Science and Engineering (ANSCSE19).
  17. N. Dejkajonwuth, B. Manaskasemsak, and A. Rungsawang. (2015) Community-based Approach for Mining Top-K Influencers in Twitter Graph. In Proceedings of the 19th International Annual Symposium on Computational Science and Engineering (ANSCSE19).
  18. K. Kittipongworakarn, B. Manaskasemsak, and A. Rungsawang. (2015) Community-based User Recommendation in Twitter Graph. In Proceedings of the 19th International Annual Symposium on Computational Science and Engineering (ANSCSE19).
  19. P. Seibudta, W. Nimsanitnan, B. Manaskasemsak, and A. Rungsawang. (2014) Statistical Study of the Thai Web Structure. In Proceedings of the 29th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2014).
  20. T. Kawprasong, W. Sukpotithum, B. Manaskasemsak, and A. Rungsawang. (2014) Studying Facebook User Behavior from Kasetsart Web Traffic Log. In Proceedings of the 29th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2014).
  21. K. Chutmongkolporn, B. Manaskasemsak, and A. Rungsawang. (2014) Summarizing Customer Opinions from Thailand Hotel Reviews. In Proceedings of the 29th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2014).
  22. A. Rungsawang, T. Suebchua, and B. Manaskasemsak. (2014) Thai Related Foreign Language-Specific Website Segment Crawler. In Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA 2014), pp. 293-298.
  23. B. Manaskasemsak, J. Jiarpakdee, and A. Rungsawang. (2014) Adaptive Learning Ant Colony Optimization for Web Spam Detection. In Proceedings of the 14th International Conference on Computational Science and Its Applications (ICCSA 2014), LNCS, vol. 8584, pp. 642-653.
  24. T. Suebchua, B. Manaskasemsak, and A. Rungsawang. (2013) Thai Related Foreign Language Specific Web Crawling Approach. In Proceedings of the 1st International Conference on Advanced Data and Information Engineering (DaEng 2013), LNEE, vol. 285, pp. 641-648.
  25. B. Manaskasemsak, P. Teerasetmanakul, K. Tongtip, A. Surarerks, and A. Rungsawang. (2013) Computing Personalized PageRank based on Temporal-biased Proximity. Information Technology Convergence, LNEE, vol. 253, pp. 375-385.
  26. A. Rungsawang, S. Siangkhio, A. Surarerks, and B. Manaskasemsak. (2013) Thai Wikipedia Link Suggestion Framework. Information Technology Convergence, LNEE, vol. 253, pp. 365-373.
  27. A. Taweesiriwate, B. Manaskasemsak, and A. Rungsawang. (2012) Web Spam Detection using Link-based Ant Colony Optimization. In Proceedings of the 26th IEEE International Conference on Advanced Information Networking and Applications (AINA 2012), pp. 868-873.
  28. A. Rungsawang and B. Manaskasemsak. (2012) Fast PageRank Computation on a GPU Cluster. In Proceedings of the 20th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2012), pp. 450-456.
  29. A. Rungsawang, A. Tawaeesiriwate, and B. Manaskasemsak. (2011) Spam Host Detection using Ant Colony Optimization. IT Convergence and Services, LNEE, vol. 107, pp. 13-21. (Best Paper Award)
  30. B. Manaskasemsak, T. Daovichitr, and A. Rungsawang. "Combining Page Structure and Content Similarity in PageRank Computation", In Proceedings of the 2nd International Conference on Information and Multimedia Technology (ICIMT 2010), 2010.
  31. B. Manaskasemsak, N. Benjamas, A. Rungsawang, A. Surarerks, and P. Uthayopas. (2007) Parallel Association Rule Mining Based on FI-Growth Algorithm. In Proceedings of the 13th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2007), vol. 2, pp. 1-8.
  32. A. Rungsawang, K. Puntumapon, and B. Manaskasemsak. (2007) Un-biasing the Link Farm Effect in PageRank Computation. In Proceedings of the 21th IEEE International Conference on Advanced Information Networking and Applications (AINA 2007), pp. 924-931.
  33. B. Manaskasemsak, P. Uthayopas, and A. Rungsawang. (2006) A Mixed MPI-Thread Approach for Parallel Page Ranking Computation. On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and ODBASE, LNCS, vol. 4276, pp. 1223-1233.
  34. A. Rungsawang and B. Manaskasemsak. (2006) Parallel Adaptive Technique for Computing PageRank. In Proceedings of the 14th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2006).
  35. A. Rungsawang and B. Manaskasemsak. (2005) Partition-Based Parallel PageRank Algorithm. In Proceedings of the 3rd IEEE International Conference on Information Technology and Applications (ICITA 2005), vol. 2, pp. 57-62.
  36. B. Manaskasemsak and A. Rungsawang. (2005) An Efficient Partition-Based Parallel PageRank Algorithm. In Proceedings of the 11th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2005), vol. 1, pp. 257-263.
  37. B. Manaskasemsak and A. Rungsawang. (2004) Parallel PageRank Computation on a Gigabit PC Cluster. In Proceedings of the 18th IEEE International Conference on Advanced Information Networking and Applications (AINA 2004), vol. 1, pp. 273-277.
  38. A. Rungsawang and B. Manaskasemsak. (2003) PageRank Computation using PC Cluster. Recent Advances in Parallel Virtual Machine and Message Passing Interface, LNCS, vol. 2840, pp. 152-159.
National Conference Publications (in Thai)
  1. กานต์กมล ทองทิพย์, บัณฑิต มนัสเกษมศักดิ์, ปราโมทย์ ธีรเศรษฐมานะกุล, อรรถสิทธิ์ สุรฤกษ์ และ อานนท์ รุ่งสว่าง. (2556) การลำเอียงด้วยความใกล้ชิดด้านเวลาในการคำนวณเพจแร็งค์ส่วนบุคคล. In Proceedings of the 10th International Joint Conference on Computer Science and Software Engineering (JCSSE 2013).
  2. สมภพ เซี่ยงคิ้ว, อรรถสิทธิ์ สุรฤกษ์, บัณฑิต มนัสเกษมศักดิ์ และ อานนท์ รุ่งสว่าง. (2556) วิธีการแนะนำการเชื่อมโยงวิกิพีเดียภาษาไทย. In Proceedings of the 10th International Joint Conference on Computer Science and Software Engineering (JCSSE 2013).
  3. อภิชาติ ทวีศิริเวทย์, บัณฑิต มนัสเกษมศักดิ์ และ อานนท์ รุ่งสว่าง. (2554) การตรวจจับโฮสต์สแปมด้วยแอนท์โคโลนีออพติไมเซชัน. ในการประชุมวิชาการระดับชาติด้านคอมพิวเตอร์และเทคโนโลยีสารสนเทศครั้งที่ 7 (NCCIT 2011).
  4. ทศพร ดาววิจิตร, บัณฑิต มนัสเกษมศักดิ์ และ อานนท์ รุ่งสว่าง. (2552) การแบ่งเว็บกราฟเพื่อคำนวณเพจแร็งค์แบบขนานโดยมีภาระงานอย่างสมดุล. ในการประชุมวิชาการวิทยาการคอมพิวเตอร์และวิศวกรรมศาสตร์ระดับชาติครั้งที่ 13 (NCSEC 2009).
  5. พิจักษณ์ จิรภิวงศ์, บัณฑิต มนัสเกษมศักดิ์ และ อานนท์ รุ่งสว่าง. (2552) การจัดกลุ่มเว็บเพจตามช่วงเวลาการเปลี่ยนแปลงด้วยแบบจำลองมาร์คอฟ. ในการประชุมวิชาการวิทยาการคอมพิวเตอร์และวิศวกรรมศาสตร์ระดับชาติครั้งที่ 13 (NCSEC 2009). (Best Paper Award)

Work Experience

Assistant Professor, Department of Computer Engineering, Faculty of Engineering, Kasetsart University (Sep. 2015)
Lecturer, Department of Computer Engineering, Faculty of Engineering, Kasetsart University (Sep. 2013)

Education

D.Eng. in Computer Engineering, Kasetsart University, Thailand (Nov. 2010)
M.Eng. in Computer Engineering, Kasetsart University, Thailand (Apr. 2005)
B.Eng. in Computer Engineering, Kasetsart University, Thailand (Mar. 2003)

Contact Info

Department of Computer Engineering, Faculty of Engineering, Kasetsart University
50 Ngamwongwan Rd., Ladyaow, Chatuchak, Bangkok 10900, Thailand

Email: fengbdm [at] ku [dot] ac [dot] th
Phone: +66 2 797-0999 ext. 1449
Website: http://mike.cpe.ku.ac.th/~un