Submissions from 2019
Question Answering for Suicide Risk Assessment using Reddit, Amanuel Alambo, Usha Lokala, Ugur Kursuncu, Krishnaprasad Thirunarayan, Amelia Gyrard, Randon S. Welton, Jyotishman Pathak, and Amit P. Sheth
empathi: An ontology for Emergency Managing and Planning about Hazard Crisis, Manas Gaur, Kaeedeh Shekarpour, Amelia Gyrard, and Amit P. Sheth
IAMHAPPY: Towards An IoT Knowledge-Based Cross-Domain Well-Being Recommendation System for Everyday Happiness, Amelia Gyrard and Amit Sheth
Automatic Identification of Individual Drugs in Death Certificates, Soon Jye Kho, Amit Sheth, and Olivier Bodenreider
Automatic Knowledge Extraction to Build Semantic Web of Things Applications, Mahda Noura, Amelia Gyrard, Sebastian Heil, and Martin Gaedke
Adaptive Knowledge Networks: A Time Capsule, Swati Padhee, Anurag Illendula, Amit Sheth, Krishnaprasad Thirunarayan, and Valerie L. Shalin
Submissions from 2018
Personalized Prediction of Suicide Risk for Web-based Intervention, Amanuel Alambo, Manas Gaur, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jeremiah Schumm, Jyotishman Pathak, and Amit P. Sheth
Metrics for Evaluating Quality of Embeddings for Ontological Concepts, Faisal Alshargi, Saeedeh Shekarpour, Tommaso Soru, and Amit P. Sheth
Enhancing Crowd Wisdom Using Explainable Diversity Inferred from Social Media, Shreyansh Bhatt, Manas Gaur, Valerie L. Shalin, Amit Sheth, and Brandon Minnery
Using Electronic Health Records to Characterize Prescription Patterns: Focus on Antidepressants in Nonpsychiatric Outpatient Settings, Joseph J. Deferio, Tomer T. Levin, Judith Cukor, Samprit Banerjee, Rozan Abdulrahman, Amit P. Sheth, Neel Mehta, and Jyotishman Pathak
Let Me Tell You About Your Mental Health!": Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention, Manas Gaur, Ugur Kursuncu, Amanuel Alambo, Amit Sheth, Raminta Daniulaityte, Krishnaprasad Thirunarayan, and Jyotishman Pathak
Knowledge Extraction for the Web of Things (KE4WoT), Amelia Gyrard, Manas Gaur, Swati Padhee, and Amit Sheth
Personalized Health Knowledge Graph, Amelia Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, and Amit Sheth
Building IoT Based Applications for Smart Cities: How Can Ontology Catalogs Help?, Amelia Gyrard, Antoine Zimmermann, and Amit P. Sheth
“How Is My Child’s Asthma?” Digital Phenotype and Actionable Insights for Pediatric Asthma, Utkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Revathy Venkataramanan, Dipesh Kadariya, and Amit Sheth
kHealth: A Personalized Healthcare Approach for Pediatric Asthma, Utkarshani Jaimini, Hong Y. Yip, Revathy Venkataramanan, Dipesh Kadariya, Vaikunth Sridharan, Tanvi Banerjee, Krishnaprasad Thirunarayan, Maninder Kalra, and Amit Sheth
Khealth Digital Personalized Healthcare technology for Pediatric Asthma, Utkarshani Jaimini, Hong Y. Yip, Revathy Venkataramanan, Dipesh Kadariya, Vaikunth Sridharan, Tanvi Banerjee, Krishnaprasad Thirunarayan, Maninder Kalra, and Amit Sheth
D-record: Disaster Response and Relief Coordination Pipeline, Shruti Kar, Hussein S. Al-Olimat, Krishnaprasad Thirunarayan, Valerie L. Shalin, and Amit P. Sheth
Domain-Specific Use Cases for Knowledge-Enabled Social Media Analysis, Soon Jye Kho, Swati Padhee, Goonmeet Bajaj, Krishnaprasad Thirunarayan, and Amit Sheth
"What's ur type?" Contextualized Classification of User Types in Marijuana-related Communications using Compositional Multiview Embedding, Ugur Kursuncu, Manas Gaur, Usha Lokala, Anurag Illendula, Krishnaprasad Thirunarayan, Raminta Daniulaityte, Amit P. Sheth, and Budak Arpinar
Predictive Analysis on Twitter: Techniques and Applications, Ugur Kursuncu, Manas Gaur, Usha Lokala, Krishnaprasad Thirunarayan, Amit Sheth, and Budak Arpinar
"You Got to Love Rosin: Solventless Dabs, Pure, Clean, Natural Medicine." Exploring Twitter Data on Emerging Trends in Rosin Tech Marijuana Concentrates, Francois R. Lamy, Raminta Daniulaityte, Mussah Zatreh, Ramzi W. Nahhas, Amit P. Sheth, Silvia S. Martins, Edward W. Boyer, and Robert G. Carlson
Concept Extraction from the Web of Things Knowledge Bases, Mahda Noura, Amelia Gyrard, Sebastian Heil, and Martin Gaedke
Creating Real-Time Dynamic Knowledge Graphs, Swati Padhee, Sarasi Lalithsena, and Amit P. Sheth
A Quality Type-aware Annotated Corpus and Lexicon for Harassment Research, Mohammadreza Rezvan, Saeedeh Shekarpour, Lakshika Balasuriya, Valerie L. Shalin, and Amit P. Sheth
Poster: Image Disguising for Privacy-preserving Deep Learning, Sagar Sharma and Keke Chen
Poster: Privacy-Preserving Boosting with Random Linear Classifiers, Sagar Sharma and Keke Chen
Towards Practical Privacy-Preserving Analytics for IoT and Cloud Based Healthcare Systems, Sagar Sharma, Keke Chen, and Amit P. Sheth
How Will the Internet of Things Enable Augmented Personalized Health?, Amit P. Sheth, Utkarshani Jaimini, and Hong Y. Yip
IoT-Enhanced Human Experience, Amit P. Sheth, Biplav Srivastava, and Florian Michahelles
Augmented Personalized Health: Using Semantically Integrated Multimodal Data for Patient Empowered Health Management Strategies, Amit P. Sheth, Hong Y. Yip, Utkarshani Jaimini, Dipesh Kadariya, Vaikunth Sridharan, R. Venkataramanan, Tanvi Banerjee, Krishnaprasad Thirunarayan, and Maninder Kalra
Feasibility of Recording Sleep Quality And Sleep Duration Using Fitbit in Children with Asthma, Amit Sheth, Hong Y. Yip, Utkarshani Jaimini, Dipesh Kadariya, Vaikunth Sridharan, Revathy Venkataramanan, Tanvi Banerjee, Krishnaprasad Thirunarayan, and Maninder Kalra
Knowledge-enabled Personalized Dashboard for Asthma Management in Children, Vaikunth Sridharan, Revathy Venkataramanan, Dipesh Kadariya, Krishnaprasad Thirunarayan, Amit Sheth, and Maninder Kalra
Feature Engineering for Twitter-based Applications, Sanjaya Wijeratne, Amit Sheth, Shreyansh Bhatt, Lakshika Balasuriya, Hussein S. Al-Olimat, Manas Gaur, Amir Hossein Yazdavar, and Krishnaprasad Thirunarayan
Submissions from 2017
Measuring Gender-Based Violence Attitude on Twitter, Goonmeet Bajaj, Tanvi Banerjee, Amir Hossein Yazdavar, Valerie L. Shalin, and Amit Sheth
Identifying Depressive Disorder in the Twitter Population, Goonmeet Bajaj, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, and Amit Sheth
IoT Quality Control for Data and Application Needs, Tanvi Banerjee and Amit Sheth
Characterizing Marijuana Concentrate Users: A Web-based Survey, Raminta Daniulaityte, Francois R. Lamy, Monica Barratt, Ramzi W. Nahhas, Silvia S. Martins, Edward W. Boyer, Amit Sheth, and Robert G. Carlson
Beyond Affordances: Closing the Generalization Gap Between Design and Cognitive Science, John M. Flach, Pieter Jan Stappers, and Fred Voorhorst
Relatedness-based Multi-Entity Summarization, Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit Sheth, and Gong Cheng
Constructing Synthetic Social Media Stimuli for an Emergency Preparedness Functional Exercise, Andrew J. Hampton, Shreyansh Bhatt, Alan Smith, Jeremy S. Brunn, Hemant Purohit, Valerie L. Shalin, John Flach, and Amit P. Sheth
PhD Forum: Multimodal IoT and EMR Based Smart Health Application for Asthma Management in Children, Utkarshani Jaimini
Investigation of an Indoor Air Quality Sensor for Asthma Management in Children, Utkarshani Jaimini, Tanvi Banerjee, William L. Romine, Krishnaprasad Thirunarayan, Amit Sheth, and Maninder Kalra
A Novel Approach for Classifying Gene Expression Data using Topic Modeling, Soon Jye Kho, Himi Yalamanchili, Michael L. Raymer, and Amit Sheth
Increases in Synthetic Cannabinoids-related Harms: Results from a Longitudinal Web-based Content Analysis, Francois R. Lamy, Raminta Daniulaityte, Ramzi W. Nahhas, Monica Barratt, Alan G. Smith, Amit Sheth, Silvia S. Martins, Edward W. Boyer, and Robert G. Carlson
Road Accidents Bigdata Mining and Visualization using Support Vector Machines, Usha Lokala, Srinivas Nowduri, and Prabhakar K. Sharma
Torpedo: Improving the State-of-the-Art RDF Dataset Slicing, Edgard Marx, Saeedeh Shekarpour, Tommaso Soru, Adrian M. P. Brașoveanu, Muhammad Saleem, Ciro Baron, Albert Weichselbraun, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, and Sören Auer
What Are People Tweeting About Zika? An Exploratory Study Concerning Its Symptoms, Treatment, Transmission, and Prevention, Michele Miller, Tanvi Banerjee, RoopTeja Muppalla, William L. Romine, and Amit Sheth
A Knowledge Graph Framework for Detecting Traffic Events Using Stationary Cameras, RoopTeja Muppalla, Sarasi Lalithsena, Tanvi Banerjee, and Amit Sheth
Discovering Explanatory Models to Identify Relevant Tweets on Zika, RoopTeja Muppalla, Michele Miller, Tanvi Banerjee, and William L. Romine
eAssistant: Cognitive Assistance for Identification and Auto-Triage of Actionable Conversations, Hamid R. Motahari Nezhad, Kalpa Gunaratna, and Juan Cappi
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem, Saeedeh Shekarpour, Edgard Marx, Sören Auer, and Amit P. Sheth
Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples, Amit Sheth, Sujan Perera, Sanjaya Wijeratne, and Krishnaprasad Thirunarayan
A Semantics-Based Measure of Emoji Similarity, Sanjaya Wijeratne, Lakshika Balasuriya, Amit Sheth, and Derek Doran
EmojiNet: An Open Service and API for Emoji Sense Discovery, Sanjaya Wijeratne, Lakshika Balasuriya, Amit P. Sheth, and Derek Doran
A Soft Computing Prefetcher to Mitigate Cache Degradation by Web Robots, Ning Xie, Kyle Brown, Nathan Rude, and Derek Doran
Submissions from 2016
Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations, Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit P. Sheth, and Tanvi Banerjee
Clustering for Simultaneous Extraction of Aspects and Features from Reviews, Lu Chen, Justin Martineau, Doreen Cheng, and Amit P. Sheth
A Study of Social Web Data on Buprenorphine Abuse Using Semantic Web Technology, Raminta Daniulaityte and Amit P. Sheth
Finding Specific, Topic Related Information from a Sea of Social Media Posts, Scott J. Duberstein, Daniel Asamoah, Derek Doran, and Shu Z. Schiller
Co-Evolution of RDF Datasets, Sidra Faisal, Kemele M. Endris, Saeedeh Shekarpour, Sören Auer, and Maria-Esther Vidal
Building the Web of Knowledge with Smart IoT Applications, Amelie Gyrard, Pankesh Patel, Amit P. Sheth, and Martin Serrano
"Those Edibles Hit Hard": Exploration of Twitter Data on Cannabis Edibles in the U.S, Francois R. Lamy, Raminta Daniulaityte, Amit P. Sheth, Ramzi W. Nahhas, Silvia S. Martins, Edward W. Boyer, and Robert G. Carlson
What Motivates High School Students to Take Precautions against the Spread of Influenza? A Data Science Approach to Latent Modeling of Compliance with Preventative Practice, William L. Romine, Tanvi Banerjee, William R. Folk, and Lloyd H. Barrow
Preliminary Investigation of Walking Motion Using a Combination of Image and Signal Processing, Bradley Schneider and Tanvi Banerjee
Privacy-Preserving Spectral Analysis of Large Graphs in Public Clouds, Sagar Sharma, James L. Powers, and Keke Chen
Internet of Things to Smart IoT Through Semantic, Cognitive, and Perceptual Computing, Amit P. Sheth
Semantic, Cognitive, and Perceptual Computing: Paradigms That Shape Human Experience, Amit P. Sheth, Pramod Anantharam, and Cory Henson
Analyzing Clinical Depressive Symptoms in Twitter, Amir Hossein Yazdavar, Hussein S. Al-Olimat, Tanvi Banerjee, Krishnaprasad Thirunarayan, and Amit P. Sheth
Tweet Properly: Analyzing Deleted Tweets to Understand and Identify Regrettable Ones, Lu Zhou, Wenbo Wang, and Keke Chen
Submissions from 2015
Scalable Euclidean Embedding for Big Data, Zohreh S. Alavi, Sagar Sharma, Lu Zhou, and Keke Chen
Understanding Social Effects in Online Networks, Huda Alhazmi, Swapna S. Gokhale, and Derek Doran
Knowledge-Driven Personalized Contextual mHealth Service for Asthma Management in Children, Pramod Anantharam, Tanvi Banerjee, Amit P. Sheth, Krishnaprasad Thirunarayan, Surendra Marupudi, and Vaikunth Sridharan
Extracting City Traffic Events from Social Streams, Pramod Anantharam, Payam Barnaghi, Krishnaprasad Thirunarayan, and Amit P. Sheth
Teaching the Foundations of Data Science: An Interdisciplinary Approach, Daniel Asamoah, Derek Doran, and Shu Z. Schiller
Evaluating a Potential Commercial Tool for Healthcare Application for People with Dementia, Tanvi Banerjee, Pramod Anantharam, William L. Romine, and Larry Wayne Lawhorne
Recognizing Complex Instrumental Activities of Daily Living using Scene Information and Fuzzy Logic, Tanvi Banerjee, James M. Keller, Mihail Popescu, and Marjorie Skubic
Physical-Cyber-Social Computing: Looking Back, Looking Forward, Payam Barnaghi, Amit P. Sheth, Vivek Singh, and Manfred Hauswirth
Context-Driven Automatic Subgraph Creation for Literature-Based Discovery, Delroy H. Cameron, Ramakanth Kavuluru, Thomas Rindflesch, Amit P. Sheth, Krishnaprasad Thirunarayan, and Olivier Bodenreider
Entity Recommendations Using Hierarchical Knowledge Bases, Siva Kumar Cheekula, Pavan Kapanipathi, Derek Doran, Prateek Jain, and Amit P. Sheth
RASP-Boost: Confidential Boosting-Model Learning with Perturbed Data in the Cloud, Keke Chen and Shumin Guo
Compensatory Enlargement of Ossabaw Miniature Swine Coronary Arteries in Diffuse Atherosclerosis, Jenny Susana Choy, Tong Luo, Yunlong Huo, Thomas Wischgoll, Kyle Schultz, Shawn D. Teague, Michael Sturek, and Ghassan S. Kassab
"Time for Dabs": Analyzing Twitter Data on Butane Hash Oil Use, Raminta Daniulaityte, Robert G. Carlson, Farahnaz Golroo, Sanjaya Wijeratne, Edward W. Boyer, Silvia S. Martins, Ramzi W. Nahhas, and Amit P. Sheth
Semantic Gateway as a Service architecture for IoT Interoperability, Pratikkumar Desai, Amit P. Sheth, and Pramod Anantharam
Pattern-Aided Regression Modeling and Prediction Model Analysis, Guozhu Dong and Vahid Taslimitehrani
Propagation Models and Analysis for Mobile Phone Data Analytics, Derek Doran and Veena Mendiratta
Stay Awhile and Listen: User Interactions in a Crowdsourced Platform Offering Emotional Support, Derek Doran, Samir P. Yelne, Luisa Massari, Maria-Carla Calzarossa, LaTrelle D. Jackson, and Glen Moriarty
Interface Design: A Control Theoretic Context for a Triadic Meaning Processing Approach, John M. Flach, Kevin B. Bennett, David D. Woods, and Richard J. Jagacinski
ezDI's Semantics-Enhanced Linguistic, NLP, and ML Approach for Health Informatics, Raxit Goswami, Neil Shah, and Amit P. Sheth
FACES: Diversity-Aware Entity Summarization using Incremental Hierarchical Conceptual Clustering, Kalpa Gunaratna, Krishnaprasad Thirunarayan, and Amit P. Sheth
On Using Synthetic Social Media Stimuli in an Emergency Preparedness Functional Exercise, Andrew Hampton, Shreyansh Bhatt, Gary Alan Smith, Jeremy S. Brunn, Hemant Purohit, Valerie L. Shalin, John M. Flach, and Amit P. Sheth
Social Health Signals, Ashutosh Sopan Jadhav, Swapnil Soni, and Amit P. Sheth
Knowledge Enabled Approach to Predict the Location of Twitter Users, Revathy Krishnamurthy, Pavan Kapanipathi, Amit P. Sheth, and Krishnaprasad Thirunarayan
Feedback-Driven Radiology Exam Report Retrieval with Semantics, Sarasi Lalithsena, Luis Tari, Anna von Reden, Benjamin Wilson, Brian J. Kolowitz, John Kalafut, Steven Gustafson, and Amit P. Sheth
Comparative Visualization of Protein Conformations using Large High Resolution Displays with Gestures and Body Tracking, Matt J. Marangoni and Thomas Wischgoll
Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics, Maryam Panahiazar, Vahid Taslimitehrani, Naveen L. Pereira, and Jyotishman Pathak
Implicit Information Extraction from Clinical Notes, Sujan Perera
Implicit Entity Recognition in Clinical Documents, Sujan Perera, Pablo N. Mendes, Amit P. Sheth, Krishnaprasad Thirunarayan, Adarsh Alex, Christopher A. Heid, and Greg J. Mott
Mining Behavior of Citizen Sensor Communities to Improve Cooperation with Organizational Actors, Hemant Purohit
Gender-Based Violence in 140 Characters or Fewer: A #BigData Case Study of Twitter, Hemant Purohit, Tanvi Banerjee, Andrew Hampton, Valerie L. Shalin, Nayanesh Bhandutia, and Amit P. Sheth
