Social and Behavioral Sciences Commons^™

Politicians, Pundits, And Platform Migration: A Comparison Of Political Polarization On Parler And Twitter, Abigial Matthews, Jacqueline M. Otala, Esma Wali, Gillian Kurtic, Lynden Millington, Michael Simpson, Jeanna Matthews, Golshan Madraki

Northeast Journal of Complex Systems (NEJCS)

Parler, a self-proclaimed free speech social media platform founded in 2018, attracted a large influx of new members in 2020 as the result of a highly visible platform migration campaign. Parler usage was linked to the planning of the Jan. 6, 2021 attack on the United States Capitol building, leading to a shutdown of the Parler platform. Parler, which is now back online, offers an important lens through which to examine the broader attempts at platform migration in response to changing content moderation and platform governance policies and their impact on political polarization. We begin by examining the network connections …

Characterizing Controversiality Of Topics Utilizing Eccentricity Of Opinions, Sriniwas Pandey, Hiroki Sayama

Northeast Journal of Complex Systems (NEJCS)

Access to abundant biased information in echo chambers and social bubbles often intensifies opinions to the extremes. The extremization of opinions results in several topics becoming controversial. However, it is very difficult to measure the degree of controversiality of a topic objectively since the controversiality of any topic is subjective and perceived differently from different communities. The absence of an objective measure of controversiality has been a major hindrance in understanding the causes and effects of it. In this work we propose a method to quantify controversiality of a topic by utilizing eccentricity of opinions on that topic. The eccentricity …

Toward Suicidal Ideation Detection With Lexical Network Features And Machine Learning, Ulya Bayram, William Lee, Daniel Santel, Ali Minai, Peggy Clark, Tracy Glauser, John Pestian

Northeast Journal of Complex Systems (NEJCS)

In this study, we introduce a new network feature for detecting suicidal ideation from clinical texts and conduct various additional experiments to enrich the state of knowledge. We evaluate statistical features with and without stopwords, use lexical networks for feature extraction and classification, and compare the results with standard machine learning methods using a logistic classifier, a neural network, and a deep learning method. We utilize three text collections. The first two contain transcriptions of interviews conducted by experts with suicidal (n=161 patients that experienced severe ideation) and control subjects (n=153). The third collection consists of interviews conducted by experts …

The Role Of Criticality Of Gene Regulatory Networks On Emergent Properties Of Biological Systems, Hyobin Kim

Graduate Dissertations and Theses

The relationship between criticality of gene regulatory networks (GRNs) and dynamics of GRNs at a single cell level has been vigorously studied. However, the relationship between the criticality of GRNs and properties of multicellular organisms at a higher level has not been fully explored. Here we aim at revealing potential roles of the criticality of GRNs at a multicellular and hierarchical level, using a random Boolean network as a GRN. We perform three studies. Firstly, we propose a GRN-based morphogenetic model, and delve into the role of the criticality of GRNs in morphogenesis at a multicellular level. Secondly, we include …

Creating A Data-Based Facebook Engagement Plan For Chabad At Binghamton, Justin Hayet

Capstone Projects 2015-Present

Core Capstone Question: How does Chabad at Binghamton maximize its online Facebook Engagement in a fashion which mirrors the needs of its diverse online stakeholders?

Schmalzbauer (2013) calculated that two thirds of America’s 400,000 Jewish college students attend schools with a Chabad chapter” (p. 120). Binghamton University’s student population is thirty percent Jewish, that is, 3,500 Jewish students (Hillel, 2014). Chabad at Binghamton’s seven full time staff members and student leadership of eighty-seven designated positions seek to engage all 3,500 of those students through weekly programs, Shabbat dinners, large scale programs and individual meetings. Chabad at Binghamton has been serving …

Getting Seniors Moving Through Broome County, Nicole A. Zulu

MPA Capstone Projects 2006 - 2015

Faith in Action (FIA) is interested in expanding and restructuring its transportation program for seniors. FIA lacks the volunteers and program structure to serve all 449 clients. In 2013, transportation accounted for 66% of requested services, while only 30% of active volunteers are willing to provide transportation services. FIA is interested in learning volunteers' motivations and the best practices for volunteer recruitment and management, as well as the most effective way to structure a volunteer-provided transportation program.

Dust To Digital: Electronic Document & Record Management For The Broome County Department Of Public Works- Engineering Divison, Scott R. Mastin

MPA Capstone Projects 2006 - 2015

The Broome County Department of Public Works- Engineering Division is currently preparing to implement an Electronic Document and Records Management System (EDRMS) to store their increasing number of digital records and to manage existing paper records as they are digitized. This study examines Division integrate electronic document and record management into their organization.

Schuyler County Resident's Attitudes Towards Growth Management Policies In The Time Of Natural Gas And Other Energy Developments, Sebastian Lippez-De Castro

MPA Capstone Projects 2006 - 2015

As the Wind farms industry grows in the region and the State of New York decides whether to allow natural gas drilling by using hydrofracking, these energy industries could create challenges in Schuyler County. As a result, local government officials need to know the opinions of their residents in order to propose and adopt regulations that not only enhance their ability to address the challenges created by the aforementioned industries but also reflect the interests of the community.