Digital Commons Network^™

Fake Malware Classification With Cnn Via Image Conversion: A Game Theory Approach, Yash Sahasrabuddhe

Master's Projects

Improvements in malware detection techniques have grown significantly over the past decade. These improvements have resulted in better security for systems from various forms of malware attacks. However, it is also the reason for continuous evolution of malware which makes it harder for current security mechanisms to detect them. Hence, there is a need to understand different malwares and study classification techniques using the ever-evolving field of machine learning. The goal of this research project is to identify similarities between malware families and to improve on classification of malwares within different malware families by implementing Convolutional Neural Networks (CNNs) on …

Fake News Analysis And Graph Classification On A Covid-19 Twitter Dataset, Kriti Gupta

Master's Projects

Earlier researches have showed that the spread of fake news through social media can have a huge impact to society and also to individuals in an extremely negative way. In this work we aim to study the spread of fake news compared to real news in a social network. We do that by performing classical social network analysis to discover various characteristics, and formulate the problem as a binary classification, where we have graphs modeling the spread of fake and real news. For our experiments we rely on how news are propagated through a popular social media services such as …

Hidden Markov Model-Based Clustering For Malware Classification, Shamli Singh

Master's Projects

Automated techniques to classify malware samples into their respective families are critical in cybersecurity. Previously research applied ��-means clustering to scores generated by hidden Markov models (HMM) as a means of dealing with the malware classification problem. In this research, we follow a somewhat similar approach, but instead of using HMMs to generate scores, we directly cluster the HMMs themselves. We obtain good results on a challenging malware dataset.

Higher-Order Link Prediction Using Node And Subgraph Embeddings, Kalpnil Anjan

Master's Projects

Social media, academia collaborations, e-commerce websites, biological structures, and other real-world networks are modeled as graphs to represent their entities and relationships in an abstract way. Such graphs are becoming more complex and informative, and by analyzing them we can solve various problems and find hidden insights. Some applications include predicting relationships and potential links between nodes, classifying nodes, and finding the most influential nodes in the graph, etc.

A large amount of research is being done in the field of predicting links between two nodes. However, predicting a future relationship among three or more nodes in a graph is …

Machine Learning To Detect Malware Evolution, Lolitha Sresta Tupadha

Master's Projects

Malware evolves over time and anti-virus must adapt to such evolution. Hence, it is critical to detect those points in time where malware has evolved so that appro-priate countermeasures can be undertaken. In this research, we perform a variety of experiments to determine when malware evolution is likely to have occurred. All of the evolution detection techniques that we consider are based on machine learning and can be fully automated—in particular, no reverse engineering or other labor-intensive manual analysis is required. Specifically, we consider analysis based on hidden Markov models and various word embedding techniques, among other machine learning based …

Cyberbullying Classification Based On Social Network Analysis, Anqi Wang

Master's Projects

With the popularity of social media platforms such as Facebook, Twitter, and Instagram, people widely share their opinions and comments over the Internet. Exten- sive use of social media has also caused a lot of problems. A representative problem is Cyberbullying, which is a serious social problem, mostly among teenagers. Cyber- bullying occurs when a social media user posts aggressive words or phrases to harass other users, and that leads to negatively affects on their mental and social well-being. Additionally, it may ruin the reputation of that media. We are considering the problem of detecting posts that are aggressive. Moreover, …

E-Shodhsindhu Problems And Barriers Experienced By Librarians Of Higher Educational Institutions, Amit Kumar

Library Philosophy and Practice (e-journal)

Abstract

Purpose – The paper intends to explore e-shodhsindhu problems and barriers experienced by librarians of higher educational institutions.

Design/methodology/approach – To accomplish the objectives of the study, librarians viewpoint was collected through a well-structured questionnaire consisted several question keeping in mind the objectives of study, followed by personal interview and discussion among the consortium (e-ShodhSindhu consortium) member libraries under study. In order to strengthen the consortium practice, the opinion or suggestions provided by librarians were recorded carefully and clubbed in discussion part.

Findings – The paper discuss about the concept of consortia, its objectives and influential factors followed by …

Teaching Through A Pandemic: Classes Of Khallikote University Go On Air And Online, Raj Kishor Kampa Dr

Library Philosophy and Practice (e-journal)

As the Covid-19 pandemic has disrupted the education sector and the long lockdown has closed schools, colleges and universities in India since March 2020, the paper tries to explore the possibilities of adopting synchronous and asynchronous learning methods to teach the students of Khallikote University Berhampur India during the lockdown period. Moreover, paper discusses how the open source learning management system (LMS) Moodle can be leveraged as a tool in delivering effective asynchronous learning in higher educational institutions. This paper describes how Elearning@KUB platform for Khallikote University is designed, developed and implemented using Moodle, wherein students can access to study …

Assessment Of Challenges And Prospects Of E-Marketing In The Development Of Nigerian Universities’ Education Lecturers In South-South, Nigeria, Patience Ewomaogene Okoro

Library Philosophy and Practice (e-journal)

This research paper examined the role of e-Marketing for sustainable growth and development in Nigeria. It determined e-Marketing strategies, especially online marketing strategies for sustainable growth and development in Nigeria. The simple random sampling method was used to draw the sample for the study. The total sample used was 600 entrepreneurs of which 586 copies of the questionnaires were retrieved. The instrument for data collection for this study was a questionnaire with a four-point Likert-scale format of Strongly Agreed 4 points (SA), Agreed 3 points (A), Disagreed 2 points(D), and Strongly Disagreed 1 point (SD). Data collected were analyzed using …

Sound In Video Games: How Sound Is An Important Aspect Of The Virtual Experience, James Boen

ART 108: Introduction to Games Studies

This paper will take the form of an analysis, with video games as the medium/text that will be analysed. Although analysis is typically reserved for poems, books, short stories, or plays, video games are simply a form of conveying ideas and a form of text that is representative of the 21st century. Video games is a rare medium that has an interactive element, which can alter/enhance the experience an audience member can have, even if there were the same audio/visual components in a film or play. In most forms of media with an audio component, the analysis is done by …

Has Excessive Violence In Video Games Gone Too Far?, Kyra Sycip

ART 108: Introduction to Games Studies

Numerous case studies and published research have led many gamers and non-gamers to wonder whether the excessive loads of violence found in video games is truly necessary for “fun” gameplay and entertainment. Controversies have been arising within famous video games such as the Grand Theft Auto series, Call Of Duty: Modern Warfare 2, and Six Days in Fallujah. These three games have been the subject of numerous present day debates and have sparked many arguments within the gaming community. As well as the debate of whether these games are indeed harmful to the player’s psychology and nature has yet to …

Automating Text Encapsulation Using Deep Learning, Anket Sah

Master's Projects

Data is an important aspect in any form be it communication, reviews, news articles, social media data, machine or real-time data. With the emergence of Covid-19, a pandemic seen like no other in recent times, information is being poured in from all directions on the internet. At times it is overwhelming to determine which data to read and follow. Another crucial aspect is separating factual data from distorted data that is being circulated widely. The title or short description of this data can play a key role. Many times, these descriptions can deceive a user with unwanted information. The user …

Defending Vehicles Against Cyberthreats: Challenges And A Detection-Based Solution, Qilin Liu

Master's Projects

The lack of concern with security when vehicular network protocols were designed some thirty years ago is about to take its toll as vehicles become more connected and smart. Today as demands for more functionality and connectivity on vehicles continue to grow, a plethora of Electronic Control Units (ECUs) that are able to communicate to external networks are added to the automobile networks. The proliferation of ECU and the increasing autonomy level give drivers more control over their vehicles and make driving easier, but at the same time they expand the attack surface, bringing more vulnerabilities to vehicles that might …

A Bibliometric Review Of Characterization Of Outdoor Solar Pv Panel For Shading And Validation By Pv Emulator, Viplove Malik, Poojan Pavagadhi, Aman Kumar Pandey, Saharsh Vyas, Javed Sayyad, Paresh Nasikkar

Library Philosophy and Practice (e-journal)

Many researchers and experts have begun to work in Renewable Energy (RE) Research and Development (R&D) as an interdisciplinary area ineluctable solution to lower the use of conventional power generation or non-renewable resources. Solar photovoltaic energy has gained a lot of recognition as one of the best green alternatives. However, its firm reliance on environmental and climatic conditions makes it difficult for researchers to conduct experiments at the operational temperature (T) and Solar insolation level (G). These solar PV panels with a controllable light source are inefficient, unreliable, and unsuitable for testing PV algorithms such as Maximum Power Point Tracking …

The Adoption Of Ict By Libraries Of Teacher Colleges Of Education In Northern Ghana: Challenges And Prospects, Abass Karara Ibrahim, Dawuda Issah

Library Philosophy and Practice (e-journal)

This study was conducted to investigate the adoption of ICT by libraries of teacher training colleges of education located in northern Ghana. The study an area covers five administrative regions located in northern Ghana. These are the Northern Region, North East Region, Upper East Region, Savanna Region and Upper West Region. The survey method was used and questionnaire was used as data gathering tool. Copies of the questionnaire were issued to eight librarians of the eight teacher college libraries in the study area. Findings of the study revealed that the adoption of ICT by libraries of teacher training colleges of …

Scholarly Communication In Global Business Review Of The Last Decade As Reflected In Scopus: A Bibliometric Survey, Sudam Charan Sahu Mr., Gati Krushna Nayak Mr., Chandrakant Swain Dr., Sudeshna Tripathi Ms.

Library Philosophy and Practice (e-journal)

The research paper aims to analyse the research output of “Global Business Review” Journal during the period of 2011-2020. The SCOPUS (a product of Elsevier) multidisciplinary abstracting and citation database has been used to retrieve records. The raw bibliographic and citation retrieved data are analysed with bibliometrix R-package. Based on the retrieved data of “Global Business Review” research publication is analysed and interpreted. The performance of the annual scientific productions, most productivity countries, authors, Affiliations/Institutions –wise and citation reference is analysed. The findings reveal that total 1071 publications are there during the period of study, the most …

Use Of Social Media By Leaders Of Charismatic Churches In Ghana, Noah Darko-Adjei, Mariam Ansaa Animante, Harry Akussah

Library Philosophy and Practice (e-journal)

This study examined the use of social media platforms by leaders of the Charismatic Churches in Ghana. This study is germane in the era of the COVID-19 pandemic where churches are embracing social media platforms to supplement the conventional face-to-face church meetings.

The study was conducted within the framework of the Technology Acceptance Model (TAM). A questionnaire was used to collect quantitative data from a sample size of 152 respondents. Also, 2 head pastors and their deputies, as well as 2 IT personnel, were interviewed. The study found a high level of awareness of social media platforms adopted by the …

Ischool Student Research Journal, Vol.11, Iss.1, Slis Srj

School of Information Student Research Journal

No abstract provided.

Central-Peripheral Information Behavior Theory, Laura Maw

School of Information Student Research Journal

In researching information behavior theory, a significant gap has been revealed: How can information behavior theory comprehensively identify the information behaviors and needs of information communities without the foundational understanding of information, communication, and community, and their intersection? It is asserted in this paper that information behavior theory must clearly define information, communication and community, and how these terms intersect, to comprehensively identify information communities’ information behaviors and needs. To test this thesis, a qualitative study on the tourist information community has been conducted. Seen through the lens of the novel central-peripheral information behavior (CPIB) theory, the tourist information community’s …

What’S Mine Is Yours: The History Of U.S. Tool-Lending Libraries, Samantha Hamilton

School of Information Student Research Journal

Tool lending is a relatively new phenomenon in the world of libraries. Instead of loaning books, libraries with tool collections lend kitchen and yard tools to ambitious do-it-yourselfers. These tools can be used to tackle home projects or do seasonal cleanup without burdening borrowers with concerns about cost or storage. As these libraries gain popularity and begin to expand in the U.S., it is worth taking a look at their origins. As it is presented in the current literature, tool libraries began in 1979 with the founding of the Berkeley Tool-Lending Library (BTLL). Information unearthed from newspaper clippings, blog posts, …

Designing Human-Computer Conversational Systems Using Needs Hierarchy, Souvick Ghosh

School of Information Student Research Journal

No abstract provided.

Student Research Journal: A Decade Of Building A Global Community Of Scholars, Ruth Huard

School of Information Student Research Journal

No abstract provided.

Marketing Of Lis Product And Services By Allopathic Medical College Libraries In Assam (India), Anjuma Saikia, Amit Kumar

Library Philosophy and Practice (e-journal)

Abstract

Purpose – The paper intends to explore the use and practice of the marketing concept by libraries, find out their problems followed by the best possible suggestions to improve the level of practicing the concept among medical college libraries in Assam.

Design/methodology/approach – In order to accomplish the objectives of study, the librarians viewpoint was gathered through a structured questionnaire consisted several question keeping in mind the objectives of study, followed by personal interview and thorough discussion with librarians/Incharge of libraries taken for study. The quantitative and qualitative both methods were employed to analyse the collected data and conclusion …

Human/Artificial Intelligence Coordination In Video Games, Michael Rodriguez

ART 108: Introduction to Games Studies

The emergence of video games has led to widespread inventions to enhance the reality of the experience. As a result, Artificial Intelligence (A.I.) was developed to create virtual experiences and attract a variety of players of video games. This paper will discuss video games in the context of Human-A.I. interaction and the importance of human coordination in video games. Unprecedented errors have been a common challenge in this relationship. An excellent example of these algorithms include population-based training and self-play, which have gained a lot of interest in video games. A.I. technology has surpassed human ability because they are simply …

Authorship Pattern And Growth Of Scholar Contributions Of The M S University Of Baroda: Using Scopus Database, Dr.Ranjita Niladri Dash, Ashok S Chaudhary

Library Philosophy and Practice (e-journal)

The present paper deals with the analysis of publications of The M S University of Baroda (MSU) that appeared in the SCOPUS database. For authorship pattern and subject-wise distribution study, MSU data has been used from the year 2016 to the end of the year 2020. A total of 1698 data has been downloaded and analyzed according to objectives. The study reveals that the growth of literature follows the exponential growth pattern, journal articles are the most published form of literature (75.15%), AIP Conference Proceedings and Chemistry Select are top journals, The M S University of Baroda and Sardar Patel …

Misogynoir: Undergraduate Experiences By Black Women, Briettny Curtner

Master's Theses

The Black female voice whispers within literature because of the limited focus on their lived experiences, specifically of undergraduate Black women. The purpose of this qualitative study was to investigate how Black women in pursuit of a baccalaureate degree navigate racism and sexism. Additionally, this study explored participant resonance with the characteristics and perceived conflicts of the Strong Black Women (SBW) schema. Six Black women from a comprehensive public university in the West participated in a qualitative interview and member checking. The following are emergent themes found as a result of this study: oppositional framing, navigation of intergroup comparisons, inferiority …

Wicked Problems: Understanding How Cities And Counties In California Are Tackling Climate Change And Homelessness, Guadalupe Michelle Franco

Master's Theses

California continues to endure the detrimental effects of climate change, such as poor air quality, flooding, and heatwaves. Concurrently, the state has seen an increase in the number of unhoused communities due to various ramifications such as rapid urbanization, failed political leadership, and restricted housing policies. While unhoused communities fight to access basic services, they must also now adapt to the looming impacts of climate change. Unhoused populations are especially vulnerable to climate change as they have limited access to shelter, spend the majority of their time outdoors, and lack the economic ability to adapt. While cities and counties are …

Lived Experiences Of College Football Fans In The Southeast United States: An Interpretative Phenomenological Analysis, Rosemarie Rachel Pacitto

Master's Theses

While a number of sport-related studies have explored sport fandom and its effects quantitatively, there is a lack of research that exists surrounding the lived experiences of fans, and thus any potential health-related benefits derived through fandom. The present study qualitatively explored the lived experiences of college football fans in the Southeast United States with aims to identify any potential health related benefits derived through fandom experiences. Eight participants were interviewed utilizing semi-structured interviews. Interviews were analyzed via interpretative phenomenological analysis. Results are discussed within the context of positive psychology and identity theory and suggest that participants experienced phycological and …

Library Users And Their Reading Habits: Assessing The Impact Of Ict, Dr. Kumara B, Prof. B T Sampath Kumar

Library Philosophy and Practice (e-journal)

The present paper examines the assessing the impact of ICT on the library users and their reading habits. A total of 2463 samples were selected from 11 state universities in Karnataka State, India. A well designed questionnaire was used for the data collection and data has been analyzed using SPSS. The present study consisted of an equal number of males (51.3%) and female (48.7%) respondents and most of the them are from rural (63.0%) areas. It can be seen from the table that the majority of female (71.8%) and male (66.3%) respondents read information sources at their home. It is …

Corporal Punishment In Eastern Nigeria, Gerald N. Nwafor

Dissertations

In Nigeria, corporal punishment is used widely in Nigeria’s judicial system, the home, and the classroom. The prevalent opinion in the education community is that corporal punishment helps students learn better and faster, keeps order in the classroom, and promotes a high student performance level. Reliance on corporal punishment is embedded in the religious, cultural, social, and moral beliefs and understanding of life. Corporal punishment takes many forms, but the most common in the school system is caning or flogging, which is the forceful and severe striking of the student’s body, using a stick of wood, usually on the back, …