Digital Commons Network^™

Ml-Based User Identification Through Mouse Dynamics, Rakshit Gupta

Master's Projects

User authentication and identification plays a crucial role in ensuring the security and integrity of digital systems. Traditional authentication methods, such as passwords and biometrics, have inherent limitations that can compromise system security. This research proposes a novel approach to user authentication by leveraging machine learning techniques and behavioral biometrics, specifically mouse dynamics. The primary objective is to develop a sophisticated framework that can accurately identify individuals based on their unique mouse behavior patterns. The study explores and compares multiple deep learning architectures, including Convolutional Neural Networks (CNN), Long Short-Term Memory networks (LSTM), and Transformer models, to generate embeddings from …

Analysis And Application Of Adaptive Ml Algorithms For Malware Classification, Rashmi Boddukuri

Master's Projects

Malware classification is the process of distinguishing malware samples into categories of malware families that it is associated with and remains a critical step in the process of mitigating malware-related threats. In recent years, machine learning techniques have emerged as a powerful tool for such malware classification tasks. In this study, we explore the application of adaptive machine learning models to malware classification in order to analyze and determine how they compare in performance to similar but non-adaptive algorithms. The results achieved in this study share insight into the strengths and limitations of adaptive learning models when applied towards malware …

Embracing Mindfulness-Based Professional Development In Early Childhood Education, Drew Giles

Dissertations

There is a growing need for school districts to identify additional strategies to support the work-related stress and emotional labor ingrained in an early educator’s career. By orienting early childhood education (ECE) staff to mindfulness practices, education leaders may identify new approaches to assist early childhood educators’ well-being, building healthy work atmospheres, and activities to shift the culture in early childhood settings. This study employs a qualitative exploratory research design, specifically video documentary methodology to better understand how early childhood educators experience a mindfulness-based professional development (MBPD) program designed for ECE staff, explore what they say education leaders should know …

True Grit: Exploring Nonprofit Sector Resilience Following Economic Recessions, Xintong Chen, Kerry Kuenzi, Lindsey Evans, Amanda Stewart

Faculty Research, Scholarly, and Creative Activity

The nonprofit sector has been portrayed as resilient, describing a sector that persists despite challenges. We investigate nonprofit resiliency by examining how organizational characteristics, strategies, and community factors equipped organizations to recover following economic recessions. Utilizing a fixed effects panel regression model, our study covers a period of 29 years (1989–2018), encompassing three economic crises in the United States. The primary focus is examining the sector’s financial health and the resilience of the constituent organizations. Our findings describe a sector buoyed by the resilience of larger and older organizations, earned revenue, and contribution revenue, as well as the role of …

Improving Field Education For Social Work In Vietnam: Intern Supervisors’ Perspectives Of The Current State And Potential Solutions, Megan Aikawa, Meekyung Han, Trang T. Nguyen, Linh Dinh, Minh Thanh Bui

Faculty Research, Scholarly, and Creative Activity

Research has identified challenges associated with the implementation of competency-based social work field education in Vietnam. However, there is limited information available from intern supervisors, who have unique perspectives at the crux of social work training and service delivery. An exploratory phenomenological qualitative approach was used to explore their experiences and perceptions through online interviews. Four categories were identified: diverse implementation of a common framework, rudimentary expectations and activities, challenges to implementation, and opportunities for improvement. These findings suggest that a multidimensional approach is needed, including improved collaborations between field agencies and universities to empower students, intern supervisors, and faculty.

Reputation Or Court: Individualism, Collectivism, And The Choice Of Enforcement Mechanism In Exchange, Aidin Hajikhameneh

Faculty Research, Scholarly, and Creative Activity

Courts and reputation-based enforcement mechanisms are often employed to mitigate the problem of cheating in trade relationships. The choice between these two enforcement mechanisms is closely associated with individualistic/collectivistic cultural dispositions. Nevertheless, the selection of enforcement mechanism and how it relates to the reliability of third-party enforcement remains understudied. I designed a laboratory experiment in which the options for a safe local trade and a risky yet more profitable long-distance trade are available. When conducting Long-distance trade, subjects could employ a formal or an informal enforcement mechanism to oversee the trade relationships. I examined the subjects' choice of enforcement mechanism …

Episodic Memory Assessment: Effects Of Sex And Age On Performance And Response Time During A Continuous Recognition Task, James O. Clifford, Sulekha Anand, Franck Tarpin-Bernard, Michael F. Bergeron, Curtis B. Ashford, Peter J. Bayley, John Wesson Ashford

Faculty Research, Scholarly, and Creative Activity

Introduction: Continuous recognition tasks (CRTs) assess episodic memory (EM), the central functional disturbance in Alzheimer’s disease and several related disorders. The online MemTrax computerized CRT provides a platform for screening and assessment that is engaging and can be repeated frequently. MemTrax presents complex visual stimuli, which require complex involvement of the lateral and medial temporal lobes and can be completed in less than 2 min. Results include number of correct recognitions (HITs), recognition failures (MISSes = 1-HITs), correct rejections (CRs), false alarms (FAs = 1-CRs), total correct (TC = HITs + CRs), and response times (RTs) for each HIT and …

Interest In Over-The-Counter Progestin-Only Pills Among Transgender, Nonbinary, And Gender-Expansive Individuals In The United States, Kate Grindlay, Juno Obedin-Maliver, Sachiko Ragosta, Jen Hastings, Mitchell R. Lunn, Annesa Flentje, Matthew R. Capriotti, Zubin Dastur, Micah E. Lubensky, Heidi Moseson

Faculty Research, Scholarly, and Creative Activity

Background: In July 2023, the US Food and Drug Administration approved the first nonprescription oral contraceptive, a progestin-only pill, in the United States. Transgender, nonbinary, and gender-expansive people assigned female or intersex at birth face substantial contraceptive access barriers and may benefit from over-the-counter oral contraceptive access. However, no previous research has explored their perspectives on this topic. Objective: This study aimed to measure interest in over-the-counter progestin-only pill use among transgender, nonbinary, and gender-expansive individuals assigned female or intersex at birth. Study Design: We conducted an online, cross-sectional survey from May to September 2019 (before the US Food and …

Mitigating Risk: Predicting H5n1 Avian Influenza Spread With An Empirical Model Of Bird Movement, Fiona Mcduie, Cory T. Overton, Austen A. Lorenz, Elliott L. Matchett, Andrea L. Mott, Desmond A. Mackell, Joshua T. Ackerman, Susan E.W. De La Cruz, Vijay P. Patil, Diann J. Prosser, John Y. Takekawa, Dennis L. Orthmeyer, Maurice E. Pitesky, Samuel L. Díaz-Muñoz, Brock M. Riggs, Joseph Gendreau, Eric T. Reed, Mark J. Petrie, Chris K. Williams

Faculty Research, Scholarly, and Creative Activity

Understanding timing and distribution of virus spread is critical to global commercial and wildlife biosecurity management. A highly pathogenic avian influenza virus (HPAIv) global panzootic, affecting 600 bird and mammal species globally and over 83 million birds across North America (December 2023), poses a serious global threat to animals and public health. We combined a large, long-term waterfowl GPS tracking dataset (16 species) with on-ground disease surveillance data (county-level HPAIv detections) to create a novel empirical model that evaluated spatiotemporal exposure and predicted future spread and potential arrival of HPAIv via GPS tracked migratory waterfowl through 2022. Our model was …

Towards A Context-Contingent Stage Theory Of Entrepreneurial Opportunity: Introducing The Petii Model, Xiaohong Iris Quan

Faculty Research, Scholarly, and Creative Activity

Understanding opportunity is a crucial aspect of entrepreneurship research. Existing studies have extensively examined individual factors in facilitating entrepreneurial activities such as new venture creation. Although there are some discussions on contextual factors, few connect context with the origin of entrepreneurship—opportunity. Recognising the objectivity of entrepreneurial opportunity, this theoretical article first proposes two types of opportunities—innovative opportunity and imitative opportunity—to understand the nature of opportunity. It then proposes a systematic framework—the PETII (Population, Economic status, Technological advancement, Industry life cycle, Institutions) model—to analyse the role of context in the distribution of opportunity. Furthermore, it examines how both objective contextual factors …

Vehicular Traffic Flow Prediction Via Decentralized Federated Meta-Learning, Andrew Selvia, Ankur Singh, Wencen Wu

Faculty Research, Scholarly, and Creative Activity

Traffic flow prediction (TFP) has become a crucial problem for billions of people who rely on traffic predictions to optimize their travels every day. In this paper, we present a decentralized federated meta-learning (DFML) framework for traffic flow prediction. Within this framework, traffic detectors spread across a road system can form federations with nearby peers in order to predict traffic collaboratively. A node that assembles a federation assumes the role of receiver while the remainder are assigned as broadcasters. The broadcasters learn model parameters from local data and then broadcast those models to receivers, thereby enriching the available information from …

Access And Utilisation Of Open Educational Resources By Academics And Students Among Tertiary Institutions In Tanzania, Pamela Patrick Bulugu, Jaffar Msafiri Ponera Dr.

Library Philosophy and Practice (e-journal)

This study investigated the use of open educational resources (OER) among academics and students at the Local Government Training Institute in Tanzania (LGTI). The study was premised on the pragmatism paradigm and deployed a mixed-methods research approach. An explanatory sequential design was used. The sample size comprised 55 respondents from LGTI who filled out questionnaires. Five library staff and two ICT staff were purposefully selected for interviews. Quantitative data was analysed using SPSS version 16, while qualitative data was thematically analysed based on the themes that emerged from the interview. The findings from the questionnaires and interviews established that academics …

Transformational Leadership Of Library Chiefs And Its Mediating Effect On Job Satisfaction And Quality Of Work-Life, Catherine Era, Estela Dequito

Library Philosophy and Practice (e-journal)

In this study, chief librarians in the Province of South Cotabato were asked to assess the mediating role that transformational leadership played in the relationship between job satisfaction and quality of work-life. This work used descriptive correlational and mediation techniques in a non-experimental quantitative research design. The researcher questionnaires utilized in the research were adjusted to the goals of the investigation. Through stratified sampling, 83 librarians were chosen to participate in the survey. The statistical techniques used to analyze and interpret the data are mean and Pearson's r. The researcher utilized Google Forms, an online survey tool, to collect the …

Job Satisfaction Of Lis Professionals: Comparative Analysis Of Public/Private Sector’S University Of Karachi Sindh, Pakistan, Abida Hashmani, Naweed Sehar Dr., Areeba Rafiq, Ghulam Fareed

Library Philosophy and Practice (e-journal)

Abstract

Purpose of the study: the prime purpose of this research study is to investigate the fundamentals requirements for workplace satisfaction among library experts in both public and private sector university libraries of Karachi, Sindh.

Design / methodology/approach: the study explores the factors influencing the job satisfaction of Library professionals. Quantitative research design were used to accomplish the study further we have selected 150 professionals for this project. 95 where responded with complete data. The response ratio was 63% and Structured Questionnaire was used to gather data. The collected data were analyzed using statistical package SPSS- 5.

Findings: …

Institutional Factors As Determinants Of Perceived Quality Service Delivery By Personnel In University Libraries In Benue State, Nigeria, Doocivir Faith Annune, Olalekan Abiola Awujoola Dr.

Library Philosophy and Practice (e-journal)

The university library is an integral part of the university, as it provides and ensures access to quality information resources and services. The quality of information services provided by university libraries depends on various factors including institutional factors. This study, thus, investigates institutional factors as determinants of perceived quality service delivery by personnel in university libraries in Benue State, Nigeria. The study adopted the descriptive survey research design. The population of the study comprised all 262 library personnel in four university libraries in Benue State, Nigeria. Total enumeration method was adopted and structured questionnaire was used for data collection. Data …

Library Factors And User Education As Determinants Of Library Use By Undergraduates In Two Universities In Oyo State, Nigeria, Abdulahi Mayowa Olaniyi, Olalekan Abiola Awujoola Dr.

Library Philosophy and Practice (e-journal)

University libraries play a crucial role in supporting the goals and values of universities across the globe. As a service provider, the university library needs to be used by members of the university community such as undergraduates. University libraries however have been observed to suffer adequate use by undergraduates probably because of the poor library factors or lack of adequate user education undergraduates. This study, thus, examines library factors and user education as determinants of library use by undergraduates in two universities in Oyo State, Nigeria. The study adopted a descriptive survey research design. The population of the study comprised …

The Status Of Implementation Of Radio Frequency Identification (Rfid) Technology And Its Awareness Among Library Users And Professionals: A Study Of Central Library Of Jadavpur University, Kolkata, Soma Tanti, Anubhaw Kumar Suman, Dr. Madhu Patel

Library Philosophy and Practice (e-journal)

The main aim of this study is to determine the status of implementing the Radio Frequency Identification (RFID) technology in the central library of Jadavpur University, Kolkata; the other purpose is to increase awareness of RFID technology among library professionals and users of the library. RFID technology occurs in many areas of society, such as healthcare, marketing, libraries, etc. For this study, the users and library professionals of Jadavpur University have been selected. This study adopted the descriptive analytical research method, and quantitative and qualitative data were collected to achieve its objectives. The survey method has been used with the …

The Evolving Role Of Libraries In The Fourth Industrial Revolution: Navigating Digital Transformation, Abdullahi Olayinka Isiaka, Abdulfatai Soliu, Biliamin Abiola Aremu, Benjamin Adebisi Bamidele, Saidu Saba-Jibril, Adelani Rotimi Ibitoye

Library Philosophy and Practice (e-journal)

Abstract

This article explores the transformative impact of the Fourth Industrial Revolution (4IR) on libraries and their pivotal role in navigating the challenges and opportunities brought forth by rapid technological advancements. Libraries, traditionally perceived as repositories of books and information, are undergoing a profound metamorphosis in the digital age. The 4IR, characterized by breakthroughs in Artificial Intelligence, the Internet of Things, and Data Analytics, demands a redefinition of the library’s purpose and services. The first section introduces the concept of the 4IR and its key technological advancements. Emphasis is placed on understanding the dynamic landscape of the 4IR and the …

Information Literacy Reflected Through Awareness And Use Of Information Among Sarpanches In Punjab During Covid, Poonam Saini, Satwinderpal Kaur Gill

Library Philosophy and Practice (e-journal)

This study attempts to examine the Information Literacy skills of Sarpanches during Covid-19 in Punjab. The main objectives of the study are to explore information needs, use of information sources and general awareness of Sarpanches during the Pandemic. Survey method was used to collect data from 103 sarpanches of different districts of Punjab with the help of a self-structured questionnaire. The study found that sarpanches have shown good Information Literacy skills during Pandemic. They were well informed and aware about different aspects of Covid-19 such as origin, safety measures, government instructions etc. State government was also successful to achieve its …

Influence Of User Satisfaction On Library Patronage Among Postgraduate Students In Ladoke Akintola University Of Technology, Ogbomoso, Oyo State, Nigeria, Adeola Adesoji Arinola Ph.D, Olatundun Oluwatoyin Oyewunmi Phd, Adewale Joel Sobalaje, Ezekiel Tubosun Olatunji

Library Philosophy and Practice (e-journal)

This study investigated the correlation between user satisfaction and library patronage among postgraduate students at Ladoke Akintola University of Technology, Ogbomoso, Oyo State, Nigeria. A questionnaire was developed for data collection and validated, demonstrating a good reliability, with a coefficient of 0.847 (84.7%) for library patronage and 0.823 (82.3%) for user satisfaction. 120 responses were obtained and analyzed based on descriptive statistics (percentage, mean, average mean, and standard deviation) as well as inferential (Pearson Product Moment Correlation) statistics. The findings revealed a significant correlation between library patronage and user satisfaction (r= 0.000c, N = 120, P < 0.05) among postgraduate students of the University. The study concluded that adequate library customer care services and prioritizing meeting the essential needs of postgraduate students would enhance their satisfaction and consequently increase their library patronage. It was recommended that the university administration, in collaboration with the library management, address the issues that hinder effective utilization of the university library.

Influence Of Information System On Decision Making By Secondary School Administration In Obio/Akpor Local Government Area In Rivers State, Chidimma Evangeline Onwuagbaizu, Dagogo Alu Longjohn

Library Philosophy and Practice (e-journal)

This study investigated the role of information systems on decision making by secondary school administration in Obio/Akpor LGA. The study was a descriptive survey. The study was guided by two objectives and research questions. The population of the study comprised all the 5 senior secondary schools in Obio/Akpor LGA, in Rivers State with 38 school administrators. A multistage sampling technique which included simple random and purposive sampling technique were adopted. The instrument for data collection was questionnaire titled Information system and decision making of Senior Secondary Schools questionnaire. Cronbanch Alpha was used to ascertain the reliability of the instrument, a …

Protecting Feminist Culture Through Feminine Register In Speculative Fiction: Linking Curriculum And Reading For Pleasure In Nsw High Schools., Abdul Baseer

Library Philosophy and Practice (e-journal)

This paper presents a case for speculative fiction’s potential to uphold the feminist cause in our current global scenario of male violence. Young Adult (YA) and children’s speculative fiction around feminist themes should be included in high school libraries for pleasure for reading and forms of support to the current curriculum and to address contemporary social issues including patriarchy and less space for feminist agency. This writing suggests five titles in current speculative fiction built around the feminine register for inclusion in a New South Wales high school’s library collection targeting stages 5 and 6 students and linked to the …

Usability Evaluation Of Library Management System: A User Experience Approach, Mehdi Sohrabzadeh, Shafi Habibi, Taha Samad-Soltani, Amir Torab-Miandoab

Library Philosophy and Practice (e-journal)

The usability evaluation of library management systems is important to improve the provision of library service. The present study aimed to evaluate the usability of Azarsa Library Management System based on the user experience. In this research, 200 users of Azarsa library management system were selected as study samples by a simple random sampling method. The 26-item user experience questionnaire was used to collect data. The highest scores relating to mean data of the evaluation of Azarsa library management system belonged to the system's "perspicuity" with a mean of 0.772, "dependability" of system with a mean of 0.550, and the …

Prospects And Challenges Of Library Collaboraton In Changing World, Eze Onwuzurike Jane

Library Philosophy and Practice (e-journal)

The paper investigates the prospects and challenges of library collaboration in the era of global change. It delved into the purpose of establishing libraries and concept of library collaboration. The paper evaluate collaboration as a process where two or more libraries work together to achieve common goals. It analyses collaboration as a global trend where libraries share open resources and engaged in networking activities. It discusses rationale to collaboration by drawing examples from stakeholder engagement, feasibility study, capacity building, people, organization and change. The paper examines prospects of collaboration among libraries which includes application of ICT in collaboration, cost saving, …

Disaster Management In Public Sector University Libraries In Karachi, Sameem Kardar, Muhammad Waseem Zia

Library Philosophy and Practice (e-journal)

The purpose of this study was to examine the level of staff preparedness towards disaster management in public sector university libraries situated in Karachi. Survey research method was adopted for the study. The data collection tool consisted of questionnaires and interviews. This paper is based on the preliminary findings of M.Phil. research “Preservation and Conservation Techniques Adopted by Public Sector University Libraries”. For the interview, a face-to-face interactive session was held between the researcher and the university librarian on issues of Disaster Prevention Management Plan in the Library. There are 9 public sector universities in Karachi, libraries of all 9 …

Benchmarking Library And Information Science Journals: A Comparative Study Of Sjr Rankings In The Asiatic Region, Debalina Bhattacharyya, Sailendra Malik, Sukumar Mandal

Library Philosophy and Practice (e-journal)

Purpose

The paper represents the country-wise distribution and ranking of LIS journals which are published in Asiatic Region through the medium of the Scimago Journal & Country Rank. The work can give idea about the current position and scenario of the Asian LIS journals. The paper can help the researchers and Library professionals to choose the journal of their choice, to publish the article on the journals and to know about the quality and prestige of the journal.

Methodology

This study was based on Scopus’s SJR database. The relevant data of 15 LIS journals in Asiatic Region was analysed and …

Examining The Influence Of Capital Investments On Library Enhancements, Faculty Development, And Sponsored Projects In A Top 20 Nirf Ranked University: An Investigation, Debdas Mondal

Library Philosophy and Practice (e-journal)

This study delves into the 2017-2019 NIRF rankings of India's top 20 universities, examining factors such as library spending, faculty quality, and sponsored projects. Despite varying expenditures, some universities displayed unexpected performances in rankings. The study suggests strategies for universities to enhance performance and rankings, aiming to uncover correlations between NIRF ranks and factors like library expenditure, research student count, faculty numbers, and sponsored projects. Data for the study were collected through web content analysis, primarily sourced from the official websites of NIRF. Among the top 20 universities, only IISc, Bengaluru consistently excelled across these factors. Manipal Academy of Higher …

A Proposed Innovative Learning Spaces For A State University Library In The Philippines, Delna Liwaden-Galut, David A. Cabonero

Library Philosophy and Practice (e-journal)

The library plays a significant role in providing a welcoming, inviting, and appealing library environment to attract learners to use its resources and services. Consequently, the learning preferences of learners prompted the shift from information commons to learning commons in higher education. With an emphasis on the social dimensions of learning, the learning space represents a transformative change that extends beyond the reach of the traditional library. The library can maximize the learners' potential by making it truly an extension of the classroom. This research is guided by the following research questions: 1. What are the teachers’ and librarians’ perceived …

Mapping Success: Swot Analysis Of Roots Millennium University Libraries In Pakistan, Muhammad Kabir Khan, Hafiz Muhammad Tahir Aleem, Arslan Sheikh, Mohamad Noorman Masrek

Library Philosophy and Practice (e-journal)

Purpose - The primary goal of this research is to measure the present status of Roots Millennium University Libraries in view of its user’s points of view about the utilization of libraries and their services.

Research Design – Quantitative research was used in this study and data was collected from students through a survey using a structured questionnaire.

Findings - This study evaluates the internal and external conditions of Roots Millennium libraries through SWOT analysis. The undergraduate student’s opinions were taken into consideration to know the strengths, weaknesses, opportunities, and threats of Roots Millennium University libraries. The investigators evaluated the …

Exploring Social Networking Trends Among School Students From Class 4th To 8th Of Kendriya Vidyalaya Dholpur, Rajasthan, Neerja Ms, Narender Chauhan Dr, Manisha Rani Ms

Library Philosophy and Practice (e-journal)

The primary goal of this study was to determine how 4th to 8th-grade students used social networking sites and how much they knew about various social networking sites. A questionnaire with open ended and closed questions was distributed to the students of targeted school of Kendriya Vidyalaya Dholpur, Rajasthan. A survey in the form of a random questionnaire was conducted to 160 students. Of them, 121 completed it; the other students were unable to do so but provided verbal responses. Of the students, 111 utilized SNSs; just 10 did not use these websites. Workshops on the benefits and drawbacks of …