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Karmakar, Dr. Saurav
Knowledge Technologies for the Social Sciences
FAIR Data

+49 (0221) 47694-
Saurav•Karmakar[at]gesis•org
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Vita

Dr. Saurav Karmakar has joined the FAIR Data and Human Information Interaction Team in the Department of Knowledge Technologies for the Social Sciences at GESIS as a Senior Research Fellow. He works in the research direction of information extraction, machine learning, knowlegegraph and natural language processing.

Dr. Karmakar received his PhD in Computer Science from Georgia State University, Atlanta, Georgia, USA in 2011. After 2011, he worked first as a research scientist and then as a senior research scientist in a U.S.-funded, research-oriented company for data reasoning government agency. He then joined Boeing's Projects in Redmond, WA as a Senior Data Architect. He later served as Chief Research Engineer at the Samsung R&D Institute in Bangalore, India, and became Director and Head of R&D at a media campaign and intelligence company headquartered in the UK. Prior to joining the National University of Ireland Galway as a postdoctoral researcher, he was Head of Research and Engineering at an emerging technology company and also worked with start-ups in the role of Head of Analytics. Most recently, he was a Senior Research Fellow at the Data Science Institute, Insight Centre for Data Analytics in Galway, Ireland, and at the same time he is still an Adjunct Faculty at the National University of Ireland, Galway.

In his many years of experience, he has worked in many directions of research and development, and natural language processing and grounding, machine learning, data analytics, big data practice, data engineering and the Internet of Things are just a few worth mentioning. During his rise as head of research, he from time to time gave lectures and presentations in the corporate environment on important research and technical topics. His formal teaching experience goes back to his PhD and MS curriculum at Georgia State University in Atlanta, Georgia, USA, while he started with elementary statistics, computers and applications and then taught computer programming principles, data structures and operating systems. The latter two courses were attended by both Bachelor's and Master's students; He was responsible for the design of study materials, term papers, examinations and projects for the implementation of lectures, the design of term papers and examinations as well as projects and their corresponding grading. During this time, he also received the "Best Teaching" award from Georgia State University's Department of Computer Science, as well as the "Best Research" award and the prestigious "Student Leader of the Year 2011" award from Georgia State University.

Dr. Karmakar has many years of research experience in multimodal data science. He has chaired more than fifteen conference sessions in the leading research conferences over the years, and ICDM, WI/IAT would be some to mention among them. He has also organized several workshop sessions at these leading conferences and has also been a member of the program committee of many conferences. Dr. Karmakar has given many lectures at universities and conferences over the past decade. 

Service

Conference Organization Leadership

  1. Demo Chair, The IEEE International Conference on Data Mining (ICDM 2019),, November 8 – 11, 2019, Beijing, China.

  2. Advisory Committee Member, The Seventh International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2019),, December 20 – 22, 2019, Goa, India.

  3. Publicity Chair, The Fifth International Conference on Advanced Intelligent Systems and Informatics (AISI 2019),, October 26-28, 2019, Cairo, Egypt.

  4. Advisory Committee Member, The Sixth International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2018),, December 20 – 22, 2018, Cluj, Napoca, Romania.

  5. Industry Track & Sponsorship Chair, The 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI' 2018),, December 2018, Santiago, Chile.  

  6. Program Chair, The 4th International Conference on Advanced Intelligent Systems and Informatics (AISI'18), September 1-3, 2018, Cairo, Egypt.

  7. Publicity Chair, The Third International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018),, February 22 – 24, 2018, Cairo, Egypt.

  8. Track Chair: Text Mining and Natural Language Processing, The Fifth International Conference on Mining Intelligence and Knowledge Exploration (MIKE 2017),, December 13 – 15, 2017, IDRBT, Hyderabad, India.

  9. Publicity Chair, The 9th International Conference of Soft Computing and Pattern Recognition (SoCPaR 2017), December 11-13, Marrakesh, Morocco.

  10. Publicity Chair, The 8th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2017), December 11-13, Marrakesh, Morocco.

  11. Publicity Chair, The 13th International Conference Information assurance and security (IAS 2017), December 11-13, Marrakesh, Morocco.

  12. Demo Session Chair, The IEEE International Conference on Data Mining (ICDM 2017), November 18 – 21, 2017, New Orleans, LA, USA.

  13. Workshop and Special Session Chair, The 11th International Conference on Semantic Computing (ICSC 2017),, January 30 – February 1, 2017, San Diego, CA, USA.

  14. Tutorial Chair, The 2016 IEEE International Conference on Big Data (IEEE BigData 2016), November 2016, Washington DC, DC, USA.

  15. Industry Track and Demo/Poster Session Chair, The 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI' 2016),, October 2016, Omaha, Nebraska, USA.  

  16. Industry and Sponsorship Chair, The 2015 IEEE/WIC/ACM International Conference on Web Intelligence (WI' 2015),, December 2015, Singapore, Singapore.

  17. Sponsorship Co-Chair, The 2015 IEEE International Conference on Big Data (IEEE BigData 2015), October 29 – November 1, 2015, Santa Clara, CA, USA.

  18. Industry and Sponsorship Chair, The 2015 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2015) December 2015, Singapore, Singapore.

  19. Workshop & Tutorial Chair, The Fourth World Congress on Information and Communication Technologies (WICT 2014),, December 8 - 11, 2014, Malacca, Malaysia.  

  20. Special Session (Nature Inspired Software and Data Systems) Chair, The Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014), July 30 - August 1, 2014, Porto, Portugal.  

  21. Poster Co-Chair, The 2014 IEEE International Conference on Big Data (IEEE BigData 2014), October 2014, Washington DC, DC, USA.

  22. Industry & Sponsorships Co-Chair, The 2013 IEEE/WIC/ACM International Conference on Web Intelligence 2013 (WI 2013), November 2013, Atlanta, GA, USA.

  23. Poster Session Organizer, The 2013 IEEE/WIC/ACM International Conference on Web Intelligence 2013 (WI 2013), November 2013, Atlanta, GA, USA.

  24. Industry & Sponsorships Co-Chair, The 2013 IEEE/WIC/ACM International Conference on Intelligent Agent Technology 2013 (IAT 2013), November 2013, Atlanta, GA, USA.

  25. Poster Session Organizer, The 2013 IEEE/WIC/ACM International Conference on Intelligent Agent Technology 2013 (IAT 2013), November 2013, Atlanta, GA, USA.


Review Work

  1. Reviewer, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand.

  2. Reviewer, The 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland.

  3. Reviewer, The IEEE International Conference on Data Mining 2019 (ICDM 2019), Beijing, China.

Organizational Leadership and Membership

  1. Public Relations Officer, PostGraduate Committee, National University of Ireland, Galway.

  2. Joint Secretary, Kalyani Government Engineering College Alumni Association.

  3. Founding Program Coordinator, Alumni Association, Institut national de la recherche agronomique (INRA).

  4. Mentor, Research Experinces for Undergradutes(REU) Program under NSF hosted by Dept. Of Computer Science, Georgia State University.  

  5. Member, Machine Intelligence Research Labs (MIR Labs).    

  6. Founder President(2010-11), Computer Science Club, Georgia State University. 7. Founder President (2010-11), Asha for Education Chapter, Georgia State University.  

  1. President (2011), Cricket Club, Georgia State University.

  2. President (2011), Squash Club, Georgia State University.

  3. Founder Chair (2010-11), IEEE Student Branch, Georgia State University.  

  4. Member(2011), Graduate Student Space Planning Focus Group, College of Arts & Sciences, Georgia State University.  

  5. Member, Asha for Education.

  6. Member, Association for Computing Machinery (ACM).

  7. Member, IEEE and Sytems, Man, & Cybernatics (SMC) Society, IEEE. 15th Chair (2009-11), ACM Student Chapter, Georgia State University. 16th Chair(2009-10), ACM Student Chapter, Georgia State University. 17th Secretary (2008-09), ACM Student Chapter, Georgia State University. 18. Ex-Member (2006-2007), Association of Information Systems (AIS).  


Invited Talks

  1. Session Speech, October 31, 2019, "Shaping Smart Buddies" on Nationa Unity Day, Indian Institute of Information Technology Una, Hamirpur Campus, Hmirpur, Himachal Pradesh, India.  

  2. Keynote speech, April 27, 2019, Data Mining and Knowledge Discovery 2019 (DMKD 2019), Shanghai, China.

  3. Keynote speech, April 27, 2019, International Conference on Smart Sensing and Intelligent Systems 2019 (ICSSIS 2019), Shanghai, China.

  4. Discussion Panel on Artificial Intelligence, February 15, 2019, The Heritage Academy, Kolkata, India.

  5. University Academic Fair and Collaboration Session, February 7, 2019, Department of Technology Engineering and Management, Kalyani Univeristy, Kalyani, West Bengal, India. 6th Centenary Technical Workshop, November 20, 2018, Government College of Leather and technology, Kolkata, West Bengal, India.

  1. Technology Expertise Session, April 12, 2018, Kalyani Government Engineering College, Kalyani, West Bengal, India.

  2. Big Data Analytics and Industry Motivation Session, April 12, 2018, Department of Technology Engineering and Management, Kalyani Univeristy, Kalyani, West Bengal, India.  

  3. Expert tech talk on Intelligent Data Assimilation on IOT Framework, March 17, 2016, Department of Computer Science and Engineering, Amrita School of Engineering, Bangalore, Karnataka, India.

  4. IOT, Big Data and Intelligent Emergence, Tech Talk Symposium, December 14, 2014, JW Mariott & Samsung R&D Institute, Bangalore, India.

  5. Technical Discussion Session, March 20, Department of Computer Science, Washington State University, Pullman, Washington, USA.

  6. Interdepartmental Knowledge Cultivation Symposium, Nov 16, 2013, Department of Mathematics & Statistics, Georgia State University, Atlanta, GA, USA.

  7. Research topic talks, May 13, 2011, Department of Computer Science, Marshall University, Huntington, West Virginia, USA.

Forschung

Posters

  1. Saurav Karmakar, Xiaolin Hu, "Context-Dependent Adaptability – from Model Crayfish, to Mobile Robots, to Virtual Human Crowd",   Brains & Behavior Spring Retreat at GSU (2007)  

  2. Saurav Karmakar, Susmita Datta, "Statistical stability and biological validity of clustering algorithms for analyzing microarray data", SECABC Fall 2005(Workshop on Biocomputing

Veröffentlichungen

Zeitschriftenaufsatz

McCrae, John, Pranab Mohanty, Siddharth Narayanan, Bianca Pereira, Paul Buitelaar, Dr. Saurav Karmakar, and Rajdeep Sarkar. 2021. "Conversation Concepts: Understanding Topics and Building Taxonomies for Financial Services." MDPI Information 12, 4 160.

Randolph, Adrian B., Melody Moore Jackson, and Dr. Saurav Karmakar. 2010. "Individual Characteristics and Their Effect on Predicting Mu Rhythm Modulation." International Journal of Human Computer Interaction (IJHCI) 1 24-37.

Beitrag im Sammelwerk

Suriyani, Asif, Dr. Saurav Karmakar, and Brigitte Mathiak. 2024 (Forthcoming). "Exploration of Hugging Face Models by Heterogeneous Information Network and linking across Scholarly Repositories.." In the 16th International Conference on Advances in Social Networks Analysis and Mining -ASONAM-2024.

Otto, Wolfgang, Matthäus Zloch, Lu Gan, Dr. Saurav Karmakar, and Stefan Dietze. 2023. "GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets." In Findings of the Association for Computational Linguistics: EMNLP 2023, edited by Houda Bouamor, Juan Pino, and Kalika Bali, 8166-8176. Singapore: Association for Computational Linguistics. https://aclanthology.org/2023.findings-emnlp.548.

Schimmler, Sonja, Bianca Wentzel, Arnim Bleier, Stefan Dietze, Judith Gilsbach, Peter Mutschke, Dr. Saurav Karmakar, Angelie Kraft, Tilahun A. Taffa, Ricardo Usbeck, Zeyd Boukhers, Sören Auer, Leyla Jael Castro, Marcel R. Ackermann, Thomas Neumuth, Daniel Schneider, Ziawasch Abedjan, Atif Latif, Fidan Limani, Raia Abu Ahmad, Georg Rehm, Sima Attar Khorasani, Matthias Lieber, and Russa Biswas. 2023. "NFDI4DS Infrastructure and Services." In INFORMATIK 2023 - Designing Futures: Zukünfte gestalten, Bonn: Gesellschaft für Informatik e.V.. doi: https://doi.org/10.18420/inf2023_103.

Ahmad, Raia Abu, Ekaterina Borisova, Georg Rehm, Stefan Dietze, Dr. Saurav Karmakar, Wolfgang Otto, Jennifer D’Souza, Fidan Limani, and Ricardo Usbeck. 2023. "NFDI4DS Shared Tasks." In INFORMATIK 2023 - Designing Futures: Zukünfte gestalten, edited by Maike Klein, Daniel Krupka, Cornelia Winter, and Volker Wohlgemuth, 931-935. Gesellschaft für Informatik e.V.. doi: https://doi.org/10.18420/inf2023_105.

Karmakar, Dr. Saurav, Matthäus Zloch, Fidan Limani, Benjamin Zapilko, Sharmila Upadhyaya, Jennifer D'Souza, Leyla Jael Castro, Georg Rehm, Marcel R. Ackermann, Harald Sack, Zeyd Boukhers, Sonja Schimmler, Peter Mutschke, and Stefan Dietze. 2023. "Research Knowledge Graphs in NFDI4DS." In INFORMATIK 2023 - Designing Futures: Zukünfte gestalten, edited by Maike Klein, Daniel Krupka, Cornelia Winter, and Volker Wohlgemuth, Lecture Notes in Informatics (LNI) - Proceedings P-337, 909-918. Gesellschaft für Informatik e.V.. doi: https://doi.org/10.18420/inf2023_102.

Karmakar, Dr. Saurav, and John McCrae. 2020. "CogALex-VI Shared Task: Bidirectional Transformer based Identification of Semantic Relations." COLING | CogALex Proceedings of the Workshop on the Cognitive Aspects of the Lexicon, 65-71. Association for Computational Linguistics (ACL).

Karmakar, Dr. Saurav, Soumyabrata Dey, and Saswata Sahoo. 2016. "Towards Semantic Image Search." 2016 IEEE Tenth International Conference on Semantic Computing (ICSC). IEEE.

Karmakar, Dr. Saurav, and Ying Zhu. 2012. "Template Analysis of the Collaborations on a Social Visualization Website." Wuhan: The 2nd IEEE International Conference on Information Systems and Technology (ICIST 2012).

Karmakar, Dr. Saurav, and Ying Zhu. 2011. "Mining Collaboration through Textual Semantic Interpretation." Malacca: The 11th IEEE International Conference on Hybrid Intelligent Systems (HIS 2011).

Zhu, Ying, and Dr. Saurav Karmakar. 2010. "Analysis of a Social Data Visualization Web Site." Cairo: The 10th IEEE International Conference on Intelligent System Design and applications (ISDA 2010).

Zhu, Ying, Dr. Saurav Karmakar, Kireet Kokala, and Rawiroj Kasemsri Na Ayudhaya. 2010. "Analyzing Comments on Social Media Web Sites with Latent Semantic Analysis." Chang Mai: The 5th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2010).

Karmakar, Dr. Saurav, and Ying Zhu. 2010. "Recommendation by Composition Style." Cairo: The 10th IEEE International Conference on Intelligent System Design and applications (ISDA 2010).

Karmakar, Dr. Saurav, and Ying Zhu. 2010. "Visualizing Multiple Text Readability Indexes." Cairo: 2010 International Conference on Education and Management Technology (ICEMT 2010).

Karmakar, Dr. Saurav, and Ying Zhu. 2010. "Visualizing Text Readability." Seoul: The 2nd IEEE International Conference on Data Mining and Intelligent Information Technology Applications (ICMiA 2010).

Qiu, Fasheng, Xiaolin Hu, and Dr. Saurav Karmakar. 2008. "Modeling Social Group Structures in Pedestrian Crowds." Beijing: The Asia Simulation Conference 2008/ The 7th International Conference on System Simulation and Scientific Computing (ICSC 2008).

Randolph, Adriane B, Dr. Saurav Karmakar, and Melody Moore Jackson. 2006. "Towards Predicting Control of a Brain-Computer Interface." Milwaukee: International Conference on Information Systems (ICIS 2006).

Sonstiger Artikel

Limani, Fidan, Renat Shigapov, Auriol Degbelo, Sonja Schimmler, Benjamin Zapilko, Lozana Rossenova, Stefan Dietze, Konrad U. Förstner, Dr. Saurav Karmakar, and Andreas Czerniak. 2023. "Who is using Knowledge Graphs in NFDI? An overview by the Working Group "Knowledge Graphs"." In Conference on Research Data Infrastructure (CORDI),

Konferenzbeitrag

Suryani, Muhammad Asif, Dr. Saurav Karmakar, and Brigitte Mathiak. 2024. "Exploration of Hugging Face Models by Heterogeneous Information Network and linking across Scholarly Repositories." ASONAM 2024, 2024-09-02.

Otto, Wolfgang, Matthäus Zloch, Lu Gan, Dr. Saurav Karmakar, and Stefan Dietze. 2023. "GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets: Poster Presentation." EMNLP 2023, 2023-12-06. https://aclanthology.org/2023.findings-emnlp.548.

Gutachten

Karmakar, Dr. Saurav. 2022. "Reviewer, SIAM International Conference on Data Mining (SDM 2022), Alexandria, Virginia, USA." Anzahl: 1.

Karmakar, Dr. Saurav. 2022. "Reviewer, The IEEE International Conference on Data Mining 2022 (ICDM 2022), Orlando, FL, USA." Anzahl: 1.

Veranstaltung

Karmakar, Dr. Saurav. 2019. "Demo Chair, The IEEE International Conference on Data Mining (ICDM 2019), November 8 – 11, 2019, Beijing, China."