2024-04-15: Review of WS-DL's 2023

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Most of the Web Science & Digital Libraries Research Group, 2023-04-13

Although Covid continued in 2023, things at ODU and the Web Science and Digital Libraries (WS-DL) Research Group were mostly normal, or at least the new normal.  Most classes, meetings, some conferences, and even defenses are now a hybrid of f2f and online.  This year, we transitioned one faculty member, graduated two MS students and one BS student, advanced the status of six PhD students, and added five new PhD students.  

Students and Faculty

We did not graduate any PhD students this year, but we did have two students defend their MS theses, and one student finish his BS and enter the MS program:  

We did not add any faculty, but Dr. Faryaneh Poursardar transitioned from being a lecturer in the CS department to a research assistant professor at VMASC during the summer of 2023.  Although as a research professor she is no longer teaching, WS-DL has many collaborative projects with VMASC and we will continue to work with her there.  We continued to expand our course portfolio, with eight classes offered in S23 and six in F23, including new classes in deep learning (Dr. Wu), computer vision (Dr. Ashok), and scientific writing (Dr. Jayarathna).

We added 5 new PhD students:

We also had six students advance in their status:

  • Yasith Jayawardana's dissertation proposal "StreamingHub: A Framework to Build Real-Time Analytics Workflows for Scientific Research" was accepted on 2023-04-26.
  • Mohan Krishna presented his candidacy proposal "Enabling Customization of Discussion Forums for Blind Users" on 2023-07-18.
  • Javedul Ferdous presented his candidacy proposal "InSupport: Proxy Interface for Enabling Efficient Non-Visual Interaction with Web Data Records" on 2023-07-20.
  • Kehinde (Kenny) Ajayi presented his candidacy proposal "A Study on Reproducibility and Replicability of Table Structure Recognition Methods" on 2023-09-25.
  • Kritika Garg presented her candidacy proposal "Replaying Archived Twitter: When your bird is broken, will it bring you down?" on 2023-04-17
  • Himarsha, as a result of defending her MS thesis, advanced her status to PhD candidate. 
     

Publications and Presentations

We've given up trying to manually compile a list of publications from our group, but our best estimate for 2023 is a total of 58 publications, including: 9 journal articles, 33 conference/workshop publications, and 16 technical reports or other contributions.  I've included an expandable/collapsable gist below that is our merged 2023 publications list according to Scholar Groups.

Collapse/expand the list of WSDL's 2023 publications

Web Science and Digital Libraries Research Group 2023 Publications

  1. B Farrow, S Jayarathna, A Serverless Electroencephalogram Data Retrieval and Preprocessing Framework, 2023 IEEE 24th International Conference on Information Reuse and Integration …, 2023.

  2. K Pineda, B Mahanama, V Ashok, S Jayarathna, Gaze-Augmented Drone Navigation, Proceedings of the Augmented Humans International Conference 2023, 363-366, 2023.

  3. SM Jones, M Klein, MC Weigle, ML Nelson, Summarizing web archive corpora via social media storytelling by automatically selecting and visualizing exemplars, ACM Transactions on the Web 18 (1), 1-48, 2023.

  4. V Ashok, M Sunkara, S Ram, Assistive Technologies for People with Visual Impairments, 2023.

  5. SY Ji, S Jayarathna, AM Perrotti, K Kardiasmenos, DH Jeong, EEG analysis of neurodevelopmental disorders by integrating wavelet transform and visual analysis, International Workshop on Health Intelligence, 109-121, 2023.

  6. Z Wang, H Chen, C Zhang, W Lu, J Wu, JCDL2023 Workshop: Innovation Measurement for Scientific Communication (IMSC) in the Era of Big Data, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 303-305, 2023.

  7. SR Kodandaram, M Sunkara, S Jayarathna, V Ashok, Detecting Deceptive Dark-Pattern Web Advertisements for Blind Screen-Reader Users, Journal of Imaging 9 (11), 239, 2023.

  8. MH Choudhury, L Salsabil, HR Jayanetti, J Wu, MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations, 2023.

  9. WA Ingram, J Wu, EA Fox, Maximizing Equitable Reach and Accessibility of ETDs, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 256-257, 2023.

  10. J Berlin, M Kelly, ML Nelson, MC Weigle, To Re-experience the Web: A Framework for the Transformation and Replay of Archived Web Pages, ACM Transactions on the Web, 2023.

  11. AM Perrotti, SJ Martinez, A Chappell, BD Baker, S Jayarathna, Reimagining From Abroad: Speech-Language Pathologists as Interprofessional Partners Supporting Justice-Involved Youth in America, American Journal of Speech-Language Pathology, 1-14, 2023.

  12. SM Jones, HR Jayanetti, M Klein, MC Weigle, ML Nelson, Synthesizing Web Archive Collections into Big Data: Lessons from Mining Data from Web Archives, International Conference on Theory and Practice of Digital Libraries, 220-229, 2023.

  13. Z Karishma, S Rohatgi, KS Puranik, J Wu, CL Giles, ACL-Fig: A Dataset for Scientific Figure Classification, arXiv preprint arXiv:2301.12293, 2023.

  14. M Sunkara, S Kalari, S Jayarathna, V Ashok, Assessing the Accessibility of Web Archives, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 253-255, 2023.

  15. AR Aiyer, IV Ramakrishnan, V Ashok, Taming Entangled Accessibility Forum Threads for Efficient Screen Reading, Proceedings of the 28th International Conference on Intelligent User …, 2023.

  16. SM Jones, HR Jayanetti, M Klein¹, MC Weigle, ML Nelson, Check for updates Synthesizing Web Archive Collections into Big Data: Lessons from Mining Data from Web Archives, Linking Theory and Practice of Digital Libraries: 27th International …, 2023.

  17. M Sunkara, Y Prakash, HN Lee, S Jayarathna, V Ashok, Enabling Customization of Discussion Forums for Blind Users, Proceedings of the ACM on Human-Computer Interaction 7 (EICS), 1-20, 2023.

  18. Y Abeysinghe, B Mahanama, G Jayawardena, M Sunkara, V Ashok, ..., Gaze Analytics Dashboard for Distributed Eye Tracking, 2023 IEEE 24th International Conference on Information Reuse and Integration …, 2023.

  19. K Ajayi, MH Choudhury, SM Rajtmajer, J Wu, A Study on Reproducibility and Replicability of Table Structure Recognition Methods, International Conference on Document Analysis and Recognition, 3-19, 2023.

  20. Y Prakash, M Sunkara, HN Lee, S Jayarathna, V Ashok, AutoDesc: Facilitating Convenient Perusal of Web Data Items for Blind Users, Proceedings of the 28th International Conference on Intelligent User …, 2023.

  21. HR Jayanetti, K Garg, S Alam, ML Nelson, MC Weigle, Robots Still Outnumber Humans in Web Archives in 2019, But Less Than in 2012, 2023.

  22. SY Ji, S Jayarathna, AM Perrotti, K Kardiasmenos, DH Jeong, Identifying Patterns for Neurological Disabilities by Integrating Discrete Wavelet Transform and Visualization, Applied Sciences 14 (1), 273, 2023.

  23. E Escamilla, L Salsabil, M Klein, J Wu, MC Weigle, ML Nelson, It’s Not Just GitHub: Identifying Data and Software Sources Included in Publications, International Conference on Theory and Practice of Digital Libraries, 195-206, 2023.

  24. S Alam, K Garg, MC Weigle, ML Nelson, M Graham, D Ayala, TrendMachine: A Temporal Webpage Resilience Portal, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 93-97, 2023.

  25. X Wei, MRU Hoque, J Wu, J Li, ClaimDistiller: Scientific Claim Extraction with Supervised Contrastive Learning, 2023.

  26. M Shiri, O Dubovyk, G Roghaniaraghi, S Jayarathna, Meme it Up: Patterns of Emoji Usage on Twitter, 2023 IEEE 24th International Conference on Information Reuse and Integration …, 2023.

  27. K Garg, HR Jayanetti, S Alam, MC Weigle, ML Nelson, Challenges in replaying archived Twitter pages, International Journal on Digital Libraries, 1-20, 2023.

  28. K Pineda, B Mahanama, S Jayarathna, V Ashok, Eye-Tracking based Object Detection using Drone Captured Video Streams, 2023.

  29. B Mahanama, M Sunkara, V Ashok, S Jayarathna, DisETrac: Distributed Eye-Tracking for Online Collaboration, Proceedings of the 2023 Conference on Human Information Interaction and …, 2023.

  30. Y Abeysinghe, G Jayawardana, A Woodson, E Bozkir, E Kasneci, ..., Exploring Human Perception while Reading Fake and Real News Articles, 2023.

  31. E Escamilla, M Klein, T Cooper, V Rampin, MC Weigle, ML Nelson, Cited But Not Archived: Analyzing the Status of Code References in Scholarly Articles, International Conference on Asian Digital Libraries, 194-207, 2023.

  32. H Bragg, HR Jayanetti, ML Nelson, MC Weigle, Less than 4% of Archived Instagram Account Pages for the Disinformation Dozen are Replayable, Proceedings of ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2023.

  33. L Balakireva, E Escamilla, T Cooper, ML Nelson, MC Weigle, The Memento Tracer Toolset for Human-Guided Focused Crawling of Dynamic Web, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 265-266, 2023.

  34. D Wang, X Xiao, N Kanda, T Yoshioka, J Wu, Target speaker voice activity detection with transformers and its integration with end-to-end neural diarization, ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023.

  35. M Evans, D Soós, E Landers, J Wu, MSVEC: A Multidomain Testing Dataset for Scientific Claim Verification, Proceedings of the Twenty-fourth International Symposium on Theory …, 2023.

  36. J Ferdous, HN Lee, S Jayarathna, V Ashok, Enabling Efficient Web Data-Record Interaction for People with Visual Impairments via Proxy Interfaces, ACM Transactions on Interactive Intelligent Systems, 2023.

  37. MH Choudhury, L Salsabil, WA Ingram, EA Fox, J Wu, ETDPC: A Multimodality Framework for Classifying Pages in Electronic Theses and Dissertations, arXiv preprint arXiv:2311.04262, 2023.

  38. MC Weigle, ML Nelson, S Alam, M Graham, Right HTML, Wrong JSON: Challenges in Replaying Archived Webpages Built with Client-Side Rendering, arXiv preprint arXiv:2305.01071, 2023.

  39. K Ajayi, X Wei, M Gryder, W Shields, J Wu, SM Jones, M Kucer, D Oyen, DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing Understanding, Scientific Data 10 (1), 772, 2023.

  40. HR Jayanetti, E Frydenlund, MC Weigle, Exploring Xenophobic Events through GDELT Data Analysis, arXiv preprint arXiv:2305.01708, 2023.

  41. K Pineda, AM Perrotti, F Poursardar, D Graber, S Jayarathna, Using BERT to Understand TikTok Users’ ADHD Discussion, 2023 IEEE 24th International Conference on Information Reuse and Integration …, 2023.

  42. S Koneru, J Wu, S Rajtmajer, Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences, arXiv preprint arXiv:2309.06578, 2023.

  43. G Jayawardena, S Jayarathna, Y He, ADHD Prediction Through Analysis of Eye Movements With Graph Convolution Network, 2023.

  44. M Aturban, M Klein, H Van de Sompel, S Alam, ML Nelson, MC Weigle, Hashes are not suitable to verify fixity of the public archived web, PloS one 18 (6), e0286879, 2023.

  45. B Mahanama, S Jayarathna, X-DisETrac: Distributed Eye-Tracking with Extended Realities, 2023.

  46. J Owens, G Jayawardena, Y Abeysinghe, VG Ashok, S Jayarathna, Main Sequence Relationships, Task Load, and Cognitive Load, 2023.

  47. H Bragg, M Weigle, Discovering the traces of disinformation on Instagram in the Internet Archive, arXiv preprint arXiv:2301.09188, 2023.

  48. MC Weigle, The Use of Web Archives in Disinformation Research, arXiv preprint arXiv:2306.10004, 2023.

  49. T Zaki, ML Nelson, MC Weigle, Extracting Information from Twitter Screenshots, arXiv preprint arXiv:2306.08236, 2023.

  50. HR Jayanetti, E Frydenlund, MC Weigle, Xenophobic Events vs. Refugee Population--Using GDELT to Identify Countries with Disproportionate Coverage, arXiv preprint arXiv:2308.05038, 2023.

  51. AM Perrotti, I Puwo, S Jayarathna, Exploring TikTok as an Educational Tool for Speech-Language Pathologists, Special Education, and General Education, Proceedings of the Twenty-fourth International Symposium on Theory …, 2023.

  52. J Richards, S Dabhi, F Poursardar, S Jayarathna, Poster: Leveraging Data Analysis and Machine Learning to Authenticate Yelp Reviews through User Metadata Patterns, Proceedings of the Twenty-fourth International Symposium on Theory …, 2023.

  53. Z Li, YJ Ko, A Putkonen, S Feiz, V Ashok, IV Ramakrishnan, A Oulasvirta, ..., Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning, Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023.

  54. S Koneru, X Wei, J Wu, S Rajtmajer, Can machine learning algorithms predict publication outcomes? A case study of COVID-19 preprints, 2023 IEEE International Conference on Data Mining Workshops (ICDMW), 1050-1057, 2023.

  55. L Frew, ML Nelson, MC Weigle, Making Changes in Webpages Discoverable: A Change-Text Search Interface for Web Archives, arXiv preprint arXiv:2305.00546, 2023.

  56. MH Choudhury, L Salsabil, HR Jayanetti, J Wu, WA Ingram, EA Fox, MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries, arXiv preprint arXiv:2303.17661, 2023.

  57. H Van de Sompel, M Klein, S Jones, ML Nelson, S Warner, A Devaraju, ..., FAIR signposting profile, 2023.

  58. H Alhoori, EA Fox, I Frommholz, H Liu, C Coupette, BA Rieck, T Ghosal, ..., Who can Submit an Excellent Review for this Manuscript in the Next 30 Days?-Peer Reviewing in the Age of Overload, 2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 319-320, 2023.

view raw wsdl-pubs-2023.md hosted with ❤ by GitHub

In 2023, conferences were still a mix of f2f and virtual, with the former slowly returning to the norm.  Below is a partial list of trip reports for the events where we presented our work:

 
WS-DL students, alumni, and faculty at JCDL 2023 in Santa Fe, New Mexico.


Research Presentations and Outreach

In addition to the conferences and workshops listed above where we presented papers, we also had an array of presentations and outreach.  

This year, our main summer event was hosting eight students for the second year of our NSF Disinformation Detection and Analytics Research Experiences for Undergraduates (REU) Program.  The final presentations highlight the exciting progress we made last year and we look forward to third cohort this summer.

Dr. Jayarathna organized our fourth annual "Trick or Research" event, which was both f2f and virtual.  Some of our other outreach events include:

Software, Data Sets, Services

Our scholarly contributions are not limited to conventional publications or presentations: we also advance the state of the art through releasing software, data sets, and proof-of-concept services & demos.  Some of the software, data sets, and services that we either initially released or made significant updates to in 2023 include: 

Awards and Recognition

Many members of our group received awards and other forms of recognition: 


Funding 

After receiving about $6M in total funding over the last three years, this year was mostly quiet with respect to external funding.  We did receive $27k from three external awards and one internal award.  
  • Drs. Wu and Jayarathna, received $15k for supporting student travel to the 2023 JCDL Doctoral Consortium.  
  • Drs. Poursardar and Weigle received $3000 from the ODU College of Sciences for “Incorporating AI Technologies into Data Science Courses in the Department of Computer Science”.
  • Dr. Jayarathna  was the PI, with Co-PIs Dr. Yusuf (Public Service), Dr. Allen (Geography), and Dr. Karunarathna (Academic Advising) for $7825 from the Virginia Space Grant Consortium (VSGC), Innovative Projects Grant for “CARE: Coastal Adaptation and Resilience Education”.
  • Dr. Karunarathna (PI) and Dr. Jayarathna (Co-PI) received $1000 from the Virginia Department of Environmental Quality (DEQ) for “2023 Citizen Water Quality Monitoring Grant Program”.

Looking Ahead to 2024

Things mostly returned to normal in 2023, but periodic rescheduling of meetings and other events due to Covid is perhaps our new normal.  Regardless, 2023 was a strong year for us: we graduated one BS and two MS students and added five PhD students.  One of our faculty members, Dr. Faryaneh Poursardar, transitioned from lecturer to research assistant professor at VMASC.  We continued to publish in prestigious venues, even if our funding rate cooled down after a red hot 2022 ($4M). WS-DL continues to grow and thrive, and I am proud of all the members and alumni and their progress in 2023. 

If you would like to join WS-DL, please get in touch.  To get a feel for our recent activities, please review our previous WS-DL annual summaries (2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, and 2013) and be sure to follow us at @WebSciDL to keep up to date with publications, software releases, trip reports and other activities.  We especially would like to thank all those who have publicly complimented some aspect of the Web Science and Digital Libraries Research Group: our code, services, papers, or students and faculty.  We really appreciate the feedback, some of which we include below.

 

-- Michael 

 

https://dailydrop.hrbrmstr.dev/2023/01/24/drop-185-2023-01-24-no-power-no-internet-no-theme/


https://dailydrop.hrbrmstr.dev/2023/02/16/drop-201-2023-02-16-summarise-this/

 

 

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