Social and Behavioral Sciences Commons^™

Re-Spatializing Gangs: An Exponential Random Graph Model Of Twitter Data To Analyze The Geospatial Distribution Of Gang Member Connections, Ryan J. Roberts

Political Science & Geography Faculty Publications

Gang studies often use location-based approaches to explain gang members’ interconnectedness. Although this perspective remains consistent with the proximity principle that the smaller the geographic space, the greater the likelihood of observing connections between individuals, location-based studies limit our understanding of gang member connections to narrowly defined geographic spaces at specific points in time. The advent of social media has re-spatialized gang member interconnectedness to unbounded geographic spaces, where the preservation of online activity can extend indefinitely. Despite having an online presence, most research examining the digital footprint of gangs tends to be descriptive. This study collects Twitter data to …

Applying A Modified Technology Acceptance Model To Qualitatively Analyse The Factors Affecting Microblogging Integration, Tian Luo, David Richard Moore, Teresa Franklin, Helen Crompton

STEMPS Faculty Publications

The purpose of this research is to examine factors affecting students’ perception and engagement of microblogging integration using a qualitative approach. We employed a qualitative case study design to explore potential factors affecting microblogging integration in a hybrid course. Using the technology acceptance model (TAM) model as an umbrella framework, we examined through in-depth interviews with 18 participants the impact of microblogging integration into instruction that affected students’ reported use and perceptions of their microblogging-supported learning experiences. We found that individual differences, system characteristics, social influence and facilitating conditions all have impact on student participation and engagement in microblogging integration …

Web Archives At The Nexus Of Good Fakes And Flawed Originals, Michael L. Nelson

Computer Science Faculty Publications

[Summary] The authenticity, integrity, and provenance of resources we encounter on the web are increasingly in question. While many people are inured to the possibility of altered images, the easy accessibility of powerful software tools that synthesize audio and video will unleash a torrent of convincing “deepfakes” into our social discourse. Archives will no longer be monopolized by a countable number of institutions such as governments and publishers, but will become a competitive space filled with social engineers, propagandists, conspiracy theorists, and aspiring Hollywood directors. While the historical record has never been singular nor unmalleable, current technologies empower an unprecedented …

Using Twitter To Support Reflective Learning In An Asynchronous Online Course, Tian Luo, Smruti J. Shah, Helen Crompton

Teaching & Learning Faculty Publications

The purpose of this study was to further our understanding of the use of Twitter for promoting reflective learning. Specifically, this study investigated how students participate in Twitter-supported activities, what type of knowledge are manifested when Twitter is used to reflect on the course readings, and how students perceive the Twitter-supported activities. The data showed that Twitter was successful in keeping the learners engaged in the reflective discussion activities for a prolonged period compared to Blackboard. Students overall had a positive perception towards the integration of Twitter to support reflection and discussion along with active participation. Twitter was effective in …

Temporal And Spatiotemporal Investigation Of Tourist Attraction Visit Sentiment On Twitter, Jose J. Padilla, Hamdi Kavak, Christopher J. Lynch, Ross J. Gore, Saikou Y. Diallo

VMASC Publications

In this paper, we propose a sentiment-based approach to investigate the temporal and spatiotemporal effects on tourists' emotions when visiting a city's tourist destinations. Our approach consists of four steps: data collection and preprocessing from social media; visitor origin identification; visit sentiment identification; and temporal and spatiotemporal analysis. The temporal and spatiotemporal dimensions include day of the year, season of the year, day of the week, location sentiment progression, enjoyment measure, and multi-location sentiment progression. We apply this approach to the city of Chicago using over eight million tweets. Results show that seasonal weather, as well as special days and …

"The 100" And The Social Contract Of Social Tv, Myles Mcnutt

Communication & Theatre Arts Faculty Publications

I explore how the controversy surrounding an LGBT storyline on The 100 (2014–) points to the shifting social contracts of social media engagement between fans and the TV industry, as well as the challenges faced by fans and critics who attempted to solidify that contract in the wake of said controversy.

Delving Into The Specificity Of Instructional Guidance In Social Media-Supported Learning Environments, Tian Luo

STEMPS Faculty Publications

Aim/Purpose: This study investigates the variations in student participation patterns across different types of instructional activities, learning modes, and with different instructional guidance approaches. In the current study, different variables, modes of learning (guided versus unguided), and types of guidance (social versus cognitive) were manipulated in a series of microblogging-supported collaborative learning tasks to examine to what extent and in which aspects instructional guidance affects the effectiveness and student perception of microblogging-supported learning.

Background: Despite the overwhelming agreement on the importance of instructional guidance in microblogging-supported learning environments, very few studies have been done to examine the specificity of guidance, …

Examining Collaborative Knowledge Construction In Microblogging-Based Learning Environments, Tian Luo, Lacey Clifton

STEMPS Faculty Publications

Aim/Purpose: The purpose of the study is to provide foundational research to exemplify how knowledge construction takes place in microblogging-based learning environments, to understand learner interaction representing the knowledge construction process, and to analyze learner perception, thereby suggesting a model of delivery for microblogging.

Background: Up-and-coming digital native learners crave the real-time, multimedia, global-interconnectedness of microblogging, yet there has been limited research that specifically proposes a working model of Twitter's classroom integration for designers and practitioners without bundling it in with other social media tools.

Methodology: This semester-long study utilized a case-study research design via a multi-dimensional approach in a …

Gaining S-T-E-A-M: A General Athletic Department Social Media Strategy, Brendan O'Hallarn, Craig A. Morehead, Shana L. Pribesh

Educational Leadership & Workforce Development Faculty Publications

In the 10 years since the invention of Facebook, social media sites have become an indispensable part of the marketing and communications strategy employed by a broad spectrum of organizations, including university athletic departments. While social media is almost universally used, a review of academic literature suggests the study of deployment of social media resources, and analysis of their effectiveness, is still very much in preliminary stages. Professional literature on social media use is out in front of peer-reviewed research. Therefore, we use Funk’s framework for social media practices as a point of departure, offering a social media strategy specifically …

Viability Of Using Twitter To Support Peer Instruction In Teacher Education, Tian Luo, Danielle E. Dani, Li Cheng

STEMPS Faculty Publications

This paper reports on a case study in which Twitter served as a backchannel to mediate and support the peer-teaching activity in a face-to-face teacher education course. Surveys and interviews were utilised to understand the effectiveness of the Twitter integration and students' perceived learning in a Twitter-supported peer teaching environment. Tweets were used to determine how preservice teachers used Twitter to support peer instruction. Most students were able to use the Twitter platform to produce and retrieve peer feedback, while some encountered technical difficulties. Our current analysis suggests the Twitter-based peer feedback was moderately successful in this peer teaching activity. …

Information Architecture For Social Media: A Case Study On Building An Event Backchannel With Twitter, Robert L. Moore

STEMPS Faculty Publications

This paper presents a case study on creating a backchannel through Twitter for the live event, featuring the Secretary of the US Navy, hosted by the School of Government. The project, which ultimately was successful in creating social media buzz for the lecture, was a new approach for the School of Government in how it markets its events. The study discusses the tools and processes used in the backchannel's creation and development. This paper was written because the author discovered a gap in existing literature on creating backchannels. It outlines how the adaptation of best practices from the general population's …

Using Twitter To Facilitate Case-Based Instruction In A Nursing Classroom, Sherleena Ann Buchman, Patricia Burke Snider, Tian Luo, Kaboni Gondwe

STEMPS Faculty Publications

This paper is a report on the use of Twitter within a sophomore level course in the baccalaureate nursing program at a rural Appalachian university. Students enrolled in the Foundations of Nursing course were in their second year of a traditional nursing program. Meeting the challenge of providing students with a ubiquitous learning environment that extends beyond their rural environment is important in the education of many students in the Appalachian region. The preliminary study looks at the usability of Twitter as the medium that will assist nursing students to build the confidence that comes from completing a case study …

Designing Microblogging-Based Class Activities, Tian Luo, Fei Gao

STEMPS Faculty Publications

Microblogging tools such as Twitter have been frequently adopted in educational settings to facilitate learning. This study examined how a microblogging tool, Twiducate, was incorporated into a graduate-level class of ten students. During the 1.5 hour lesson, students participated in a series of Twiducate-supported collaborative and reflective activities. The analysis of in-class discussion transcripts, text-based posts on Twiducate and a pre- and post-test survey results revealed that students were highly engaged in classroom collaborative learning and there is a high level of interaction. Students reported the challenges of using microblogging tools, such as the possibility of creating distraction and disorder …

"You Got To Be Follow-Worthy Or I Will Unfollow You!” Students’ Voices On Twitter Integration Into Classroom Settings, Tian Luo, Teresa Franklin

STEMPS Faculty Publications

This research centers on a case study where Twitter was integrated in an undergraduate level course. Under the instructor’s specific guidance and ongoing feedback, students actively participate in the course both in and outside of classroom. They perceived the incorporation of Twitter into classroom to be highly engaging and contributive to their learning. During the 10 week course, students’ initiatives in developing self-defined codes of conduct for tweeting, creating user groups, and assisting one another to become proficient in using Twitter, demonstrated a high degree of autonomous social learning in both formal and informal learning environments. Not only were they …