Rajiv Ratn SHAH

Assistant Professor,

Department of Computer Science and Engineering (joint appointment with the Department of Human-centered Design)

Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi).

Books and Book Chapters

  1. Rajiv Ratn Shah and Roger Zimmermann, "Multimodal Analysis of User-Generated Multimedia Content”. In the proceedings of Springer, (pages 1–263). 2017. (Book)
  2. Rajiv Ratn Shah, Debanjan Mahata, Vishal Choudhary, and Rajiv Bajpai, "Multimodal Semantics and Affective Computing from Multimedia Content”. In the proceedings of IGI Global, (In press). 2017. (Chapter 14 in the Intelligent Multidimensional Data and Image Processing book)

Journal Articles

  1. Debanjan Mahata, Jasper Friedrichs, Rajiv Ratn Shah, Jing Jiang, "Did you take the #pill? - Detecting Personal Intake of Medicine from Twitter”. In the proceedings of IEEE Intelligent Systems on Affective Computing and Sentiment Analysis, (Accepted). 2018.
  2. Yifang Yin, Rajiv Ratn Shah, Guanfeng Wang, Roger Zimmermann, "Feature-based Map Matching for Low-Sampling-Rate GPS Trajectories”. In the proceedings of ACM Transactions on Spatial Algorithms and Systems, (Accepted). 2018.
  3. Omprakash Kaiwartya, Abdul Hanan Abdullah, Yue Cao, Jaime Lloret, Sushil Kumar, Rajiv Ratn Shah, Mukesh Prasad, and Shiv Prakash, "Virtualization in wireless sensor networks: fault tolerant embedding for internet of things”. In the proceedings of IEEE Internet of Things Journal, (pages 571-580). Volume 5, no. 2, 2018.
  4. Omprakash Kaiwartya, Yue Cao, Jaime Lloret, Sushil Kumar, Nauman Aslam, Rupak Kharel, Abdul Hanan Abdullah, and Rajiv Ratn Shah, "Geometry-based Localization for GPS Outage in Vehicular Cyber Physical Systems”. In the proceedings of IEEE Transactions on Vehicular Technology, (pages 3800 - 3812). 2018.
  5. Rajiv Ratn Shah, Debanjan Mahata, Mayank Meghawat, and Roger Zimmermann, "Leveraging Multimodal Semantics and Sentiments Information in Event Understanding and Summarization," In the proceedings of Psychology and Behavioral Science, (In press). Miami, Florida, USA, 2018.
  6. Rajiv Ratn Shah, Yi Yu, Akshay Verma, Suhua Tang, Anwar Dilawar Shaikh, and Roger Zimmermann, "Leveraging Multimodal Information for Event Summarization and Concept-level Sentiment Analysis," In Elsevier Knowledge Based Systems, (pages 102-109). Volume 108, 2016.
  7. Kaiwartya et al., "T-MQM: Testbed based Multi-metric Quality Measurement of Sensor Deployment for Precision Agriculture-A Case Study," In IEEE Sensors Journal, (In press). 2016.

Conference and Workshop Proceedings

  1. Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah, Roger Zimmermann, "Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings," In the proceedings of NAACL, (Accepted). New Orleans, Louisiana, USA, 2018.
  2. Hitkul Jangid, Shivangi Singhal, Rajiv Ratn Shah, Roger Zimmermann, "Aspect-Based Financial Sentiment Analysis using Deep Learning," In the proceedings of WWW Conference, (pages 1961-1966). Perth, Australia, 2018.
  3. Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann, "A Multimodal Approach to Predict Social Media Popularity," In the proceedings of MR2ACM in IEEE MIPR, (In press). Miami, Florida, USA, 2018.
  4. Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah, Roger Zimmermann, John Talburt, "Theme-weighted Ranking of Keywords from Text Documents using Phrase Embeddings," In the proceedings of MR2ACM in IEEE MIPR, (In press). Miami, Florida, USA, 2018.
  5. Debanjan Mahata, Jasper Friedrichs, Hitkul, Rajiv Ratn Shah, "# phramacovigilance-Exploring Deep Learning Techniques for Identifying Mentions of Medication Intake from Twitter," In the proceedings of MR2ACM in IEEE MIPR, (In press). Miami, Florida, USA, 2018.
  6. Rajiv Ratn Shah, Anupam Samanta, Deepak Gupta, Yi Yu, Suhua Tang, Roger Zimmermann, "PROMPT: Personalized User Tag Recommendation for Social Media Photos Leveraging Personal and Social Contexts," In IEEE International Symposium on Multimedia, (pages 486-492). San Jose, California, USA, 2016.
  7. Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann, "A General Feature-based Map Matching Framework with Trajectory Simplification," In IWGS Workshop at ACM SIGSPATIAL, (pages 7(1-10)). Francisco Bay Area, California, USA, 2016. (Won the best paper award)
  8. Rajiv Ratn Shah, "Multimodal-based Multimedia Analysis, Retrieval, and Services in Support of Social Media Applications," In ACM Multimedia, (pages 1425-1429). Amsterdam, The Netherlands, 2016.
  9. Rajiv Ratn Shah, Yi Yu, Suhua Tang, Shin'ichi Satoh, Akshay Verma, and Roger Zimmermann, "Concept-Level Multimodal Ranking of Flickr Photo Tags via Recall Based Weighting," In MMCommon's Workshop at ACM Multimedia, (pages 19--26). Amsterdam, The Netherlands, 2016.
  10. Rajiv Ratn Shah, "Multimodal Analysis of User-Generated Content in Support of Social Media Applications," In ACM International Conference on Multimedia Retrieval, (pages 423-426). New York, USA, 2016.
  11. Rajiv Ratn Shah, Mohamed Hefeeda, Roger Zimmermann, Khaled Harras, Cheng-Hsin Hsu, Yi Yu, "NEWSMAN: Uploading Videos over Adaptive Middleboxes to News Servers In Weak Network Infrastructures," In Springer Multimedia Modeling, (pages 100-113). Miami, Florida, USA, 2016.
  12. Rajiv Ratn Shah, Anwar Dilawar Shaikh, Yi Yu, Wenjing Geng, Roger Zimmermann, and Gangshan Wu, "EventBuilder: Real-time Multimedia Event Summarization by Visualizing Social Media," In ACM Multimedia, pages 185-188. Brisbane, Australia, 2015.
  13. Rajiv Ratn Shah, Yi Yu, and Roger Zimmermann, "ADVISOR - Personalized Video Soundtrack Recommendation by Late Fusion with Heuristic Rankings," In ACM Multimedia, pages 607-616. Orlando, Florida, USA, 2014. Download here.
  14. Rajiv Ratn Shah, Yi Yu, Anwar Dilawar Shaikh, Roger Zimmermann, "TRACE: A Linguistic-based Approach for Automatic Lecture Video Segmentation using Wikipedia Text," In IEEE International Symposium on Multimedia, pages 217-220. Miami, Florida, USA, 2016.
  15. Rajiv Ratn Shah, Yi Yu, Anwar Dilawar Shaikh, Suhua Tang, and Roger Zimmermann, "ATLAS: Automatic Temporal Segmentation and Annotation of Lecture Videos Based on Modelling Transition Time," In ACM Multimedia, pages 209-212. Orlando, Florida, USA, 2014. Download here.
  16. Rajiv Ratn Shah, Yi Yu, and Roger Zimmermann, "User Preference-Aware Music Video Generation Based on Modelling Scene Moods," In ACM Multimedia Systems, pages 156-159. Singapore, 2014. Download here.
  17. Anwar Shaikh, Rajiv Ratn Shah, and Rahis Shaikh. "SMS based FAQ Retrieval for Hindi, English and Malayalam," In Forum for Information Retrieval and Evaluation, pages 9-16. ACM, New Delhi, India, 2013. Download here.
  18. Anwar Shaikh, Mukul Jain, Mukul Rawat, Rajiv Ratn Shah, and Manoj Kumar "Improving Accuracy of SMS Based FAQ Retrieval System," In Multilingual Information Access in South Asian Languages , pages 142-156. Springer Berlin Heidelberg, 2013. Download here.