Communication Commons^™

"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, Budak Arpinar

Kno.e.sis Publications

With 93% of pro-marijuana population in US favoring legalization of medical marijuana, high expectations of a greater return for Marijuana stocks, and public actively sharing information about medical, recreational and business aspects related to marijuana, it is no surprise that marijuana culture is thriving on Twitter. After the legalization of marijuana for recreational and medical purposes in 29 states, there has been a dramatic increase in the volume of drug-related communication on Twitter. Specifically, Twitter accounts have been established for promotional and informational purposes, some prominent among them being American Ganja, Medical Marijuana Exchange, and Cannabis Now. Identification and characterization …

Personalized Prediction Of Suicide Risk For Web-Based Intervention, Amanuel Alambo, Manas Gaur, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jeremiah Schumm, Jyotishman Pathak, Amit P. Sheth

Kno.e.sis Publications

Across the United States, suicide is the second leading cause of death for people aged between 15 and 34, and younger people are more prone to mental health problems, suicidal thoughts, and behaviors. For instance, 80% of patients with Borderline Personality Disorder have suicide-related behaviors, and between 4-9% of them commit suicide. Moreover, the social stigma associated with mental health issues and suicide deter patients from sharing their experiences directly with others. In such a situation, social media that provides a free and open forum for voluntary expression can provide insights into suicide ideation and self-destructive behavior.

Reddit is a …

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, Maninder Kalra

Kno.e.sis Publications

Sleep disorders are common in children with asthma and are increasingly implicated in poor asthma control. Smart wearables such as the Fitbit wristband allow monitoring of users’ sleep duration and quality in their natural surroundings. However, the utility and efficacy of using such wearable devices to monitor sleep in pediatric patients with asthma have not been well-established. Thus, the objective of this study is to demonstrate the feasibility of recording sleep quality and sleep duration using Fitbit in children with asthma.

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, Amit Sheth

Kno.e.sis Publications

Episodic:Traditional Clinician Centric Healthcare

Questions to be answered:

1.Can we reduce the number of asthma attacks through continuous monitoring of the patient's health condition?

2.Can we predict the asthma attack based on the data collected from the patient?

3.Can we predict the asthma vulnerability score for a patient?

4.Can we predict the asthma severity level of a patient?

5.Can we understand the casual relationship between the asthma symptom and the possible factors responsible for it?

Personalized Health Knowledge Graph, Amelia Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, Amit Sheth

Kno.e.sis Publications

Our current health applications do not adequately take into account contextual and personalized knowledge about patients. In order to design “Personalized Coach for Healthcare” applications to manage chronic diseases, there is a need to create a Personalized Healthcare Knowledge Graph (PHKG) that takes into consideration a patient’s health condition (personalized knowledge) and enriches that with contextualized knowledge from environmental sensors and Web of Data (e.g., symptoms and treatments for diseases). To develop PHKG, aggregating knowledge from various heterogeneous sources such as the Internet of Things (IoT) devices, clinical notes, and Electronic Medical Records (EMRs) is necessary. In this paper, we …

The Guardian, Week Of December 11, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of December 11, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of December 4, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of December 4, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of November 20, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of November 20, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of November 13, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of November 13, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of November 6, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of November 6, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

Wright State University Men's Basketball Media Guide 2017-2018, Wright State University Athletics

Athletics Publications

A media guide for Wright State University's 2017-2018 Men's Basketball team. This guide includes photographs, player stats, game results, and records.

Wright State University Women's Basketball Media Guide 2017-2018, Wright State University Athletics

Athletics Publications

A media guide for Wright State University's 2017-2018 Women's Basketball team. This guide includes photographs, player stats, game results, and records.

The Guardian, Week Of October 30, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of October 30, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of October 23, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of October 23, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of October 16, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of October 16, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of October 9, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of October 9, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of October 2, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of October 2, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

Wright State University Magazine, Fall 2017, Office Of Marketing, Wright State University

Wright State University Magazine

Thirty-six page issue of the Wright State University Magazine. This magazine is published twice a year and focuses on news related to Wright State alumni, faculty, staff, and friends of the university.

The Guardian, Week Of September 25, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of September 25, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of September 18, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of September 18, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of September 11, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of September 11, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of September 4, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of September 4, 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

The Guardian, Week Of August 28, 2017, Wright State Student Body

The Guardian Student Newspaper

News articles from The Guardian for the week of August 28, 2017. The format change from print and online to online only for Fall Semester 2017. The Guardian, the official student-run newspaper for Wright State University. It has been published regularly since March of 1965.

Discovering Explanatory Models To Identify Relevant Tweets On Zika, Roopteja Muppalla, Michele Miller, Tanvi Banerjee, William L. Romine

Kno.e.sis Publications

Zika virus has caught the worlds attention, and has led people to share their opinions and concerns on social media like Twitter. Using text-based features, extracted with the help of Parts of Speech (POS) taggers and N-gram, a classifier was built to detect Zika related tweets from Twitter. With a simple logistic classifier, the system was successful in detecting Zika related tweets from Twitter with a 92% accuracy. Moreover, key features were identified that provide deeper insights on the content of tweets relevant to Zika. This system can be leveraged by domain experts to perform sentiment analysis, and understand the …

A Knowledge Graph Framework For Detecting Traffic Events Using Stationary Cameras, Roopteja Muppalla, Sarasi Lalithsena, Tanvi Banerjee, Amit Sheth

Kno.e.sis Publications

With the rapid increase in urban development, it is critical to utilize dynamic sensor streams for traffic understanding, especially in larger cities where route planning or infrastructure planning is more critical. This creates a strong need to understand traffic patterns using ubiquitous sensors to allow city officials to be better informed when planning urban construction and to provide an understanding of the traffic dynamics in the city. In this study, we propose our framework ITSKG (Imagery-based Traffic Sensing Knowledge Graph) which utilizes the stationary traffic camera information as sensors to understand the traffic patterns. The proposed system extracts image-based features …

Wright State University Libraries Annual Report 2016, Wright State University Libraries

University Libraries' Annual Reports

This 2016 annual report by the Wright State University Libraries details the statistics of services rendered, usage of available materials, collaborations with community partners, and more.

The Guardian, April 28, 2017, Wright State University Student Body

The Guardian Student Newspaper

Sixteen page issue of The Guardian, the official student-run newspaper for Wright State University. The Guardian has been published regularly since March of 1965.

The Guardian, April 19, 2017, Wright State University Student Body

The Guardian Student Newspaper

Eight page issue of The Guardian, the official student-run newspaper for Wright State University. The Guardian has been published regularly since March of 1965.

The Guardian, April 12, 2017, Wright State University Student Body

The Guardian Student Newspaper

Eight page issue of The Guardian, the official student-run newspaper for Wright State University. The Guardian has been published regularly since March of 1965.

The Guardian, April 5, 2017, Wright State University Student Body

The Guardian Student Newspaper

Eight page issue of The Guardian, the official student-run newspaper for Wright State University. The Guardian has been published regularly since March of 1965.