Statistics-Based Anomaly Detection And Correction Method For Amazon Customer Reviews, Ishani Chatterjee

Dissertations

People nowadays use the Internet to project their assessments, impressions, ideas, and observations about various subjects or products on numerous social networking sites. These sites serve as a great source of gathering information for data analytics, sentiment analysis, natural language processing, etc. The most critical challenge is interpreting this data and capturing the sentiment behind these expressions. Sentiment analysis is analyzing, processing, concluding, and inferencing subjective texts with the views. Companies use sentiment analysis to understand public opinions, perform market research, analyze brand reputation, recognize customer experiences, and study social media influence. According to the different needs for aspect granularity, …

Text Contention Behind Sharia Supervisory Board Reports: A Critical Discourse Analysis, Ari Ermawati, M Nur A Birton, Irfan Tarmizi, Muhammad Muttaqin

Jurnal Akuntansi dan Keuangan Indonesia

Sharia Supervisory Board Reports (SSBRs) have an interest in convincing the public that entities supervised by a Sharia Supervisory Board (SSB) are sharia-compliant and reflective of Good Corporate Governance (GCG) practices. Failure in public convincing will be detrimental to Islamic banks’ reputation as well as the SSB’s image and credibility. This study aimed to critically assess how the SSB produces reports as texts to persuade the public using Critical Discourse Analysis (CDA). We analyzed four SSBRs from two Islamic Commercial Banks (ICBs) and two Islamic Business Units (IBUs) owned by other ICBs as well as interviews for data triangulation. We …

Tourism Products And Sentiment Analysis, Ibrahim A. Ozen

University of South Florida (USF) M3 Publishing

OVERVIEW

Reviews about tourism products in online environments are an important data source for tourism businesses, destination managements and tourists. Tourist reviews online are completely unbiased reviews created voluntarily by tourists. Therefore, important feedback is provided for tourism businesses and destinations in the evaluation of tourism products. Collecting and analyzing tourist comments and transforming them into strategic information will create an important competitive power. Sentiment analysis, which is a sub-field of text mining, is a field of study that analyzes people’s ideas and thoughts about tourism products and services from text-based comments. Sentiment analysis can be applied at the document …

Vaccine Communication During The Covid-19 Pandemic As Displayed By Nyc Health, Rebecca L. Jensen

Student Theses and Dissertations

The 2020 Covid-19 pandemic underscored the importance of vaccination in our governmental- health bodies. As a result, effective vaccine communication is more necessary than ever. The goal of this paper is to better understand frames, strategies and themes used by NYC Health as it pertains to video media related artifacts in their Covid-19 vaccination campaign. This research is important because it informs overall health and vaccine discourse. In analyzing data several key themes were discovered. These themes were established through a synthesis of literary strategies meant to activate certain theoretical frameworks. Further research into the effectiveness of these frames on …

Codes Of Ethics: Extending Classification Techniques With Natural Language Processing, Zachary Glass, E. Susanna Cahn

The Journal of Values-Based Leadership

Language is an indicator of how stakeholders view an ethics code’s intent, and key to distinguishing code properties, such as promoting ethical-valued decision-making or code-based compliance. This article quantifies ethics codes’ language using Natural Language Processing (NLP), then uses machine learning to classify ethics codes. NLP overcomes some inherent difficulties of “measuring” verbal documents. Ethics codes selected from lists of “best” companies were compared with codes from a sample of Fortune 500 companies. Results show that some of these ethics codes are different enough from the norm to be distinguished by an algorithm; indicating as well that lists of “best” …

College Majors And Unemployment Rates, Anna M. Gellerman, Harshita Ahuja

Publications and Research

College undergraduates often face the question of whether their major and related job force have high unemployment rates. The perceived high unemployment rates of certain majors due to circulating misinformation presents a need for comprehensive research on college majors and their associated unemployment rate. This paper dives into a ten year trend of unemployment rates by college major, and state to state variabilities of majors and their rates.

Aspect-Based Sentiment Analysis Of Movie Reviews, Samuel Onalaja, Eric Romero, Bosang Yun

SMU Data Science Review

This study investigates a comparison of classification models used to determine aspect based separated text sentiment and predict binary sentiments of movie reviews with genre and aspect specific driving factors. To gain a broader classification analysis, five machine and deep learning algorithms were compared: Logistic Regression (LR), Naive Bayes (NB), Support Vector Machine (SVM), and Recurrent Neural Network Long-Short-Term Memory (RNN LSTM). The various movie aspects that are utilized to separate the sentences are determined through aggregating aspect words from lexicon-base, supervised and unsupervised learning. The driving factors are randomly assigned to various movie aspects and their impact tied to …

A Dual Perspective Towards Building Resilience In Manufacturing Organizations, Steven A. Fazio

Theses and Dissertations

Modern manufacturing organizations exist in the most complex and competitive environment the world has ever known. This environment consists of demanding customers, enabling, but resource intensive Industry 4.0 technology, dynamic regulations, geopolitical perturbations, and innovative, ever-expanding global competition. Successful manufacturing organizations must excel in this environment while facing emergent disruptions generated as biproducts of complex man-made and natural systems. The research presented in this thesis provides a novel two-sided approach to the creation of resilience in the modern manufacturing organization. First, the systems engineering method is demonstrated as the qualitative framework for building literature-derived organizational resilience factors into organizational structures …

The Role Of African Proverbs In Advancing Information Systems Research, Tiko Iyamu

The African Journal of Information Systems

Despite the richness of African proverbs, they have been muted in information systems (IS) research. This explicitly contributes to the lag in developing information systems and technology solutions for African people by African researchers in African terms. It is on this basis that two related objectives were formulated: (1) to examine the role which African proverbs can play in further advancing IS research, and (2) to understand how the concept can be employed to indigenize IS research. Qualitative data were collected from different sources, and the dimension of social change from structuration theory was employed to examine the role African …

Media As Other Information For Fundamental Valuation, Jiajia Fu, Jingran Zhao

School of Accountancy Faculty Publications and Presentations

The media is an important information intermediary. We investigate the informational role of the media by examining whether media content, measured by the sentiment of news articles, contains information about a firm’s fundamental value beyond that conveyed in earnings, book value, and analyst forecasts. We show that incorporating media content into Ohlson’s (1995) residual income model generally improves its ability to predict future residual income, explain current stock prices, and predict future stock prices. Our results are strengthened when media coverage is higher and when media sentiment is more dispersed

The Effects Of Audio/Visual Stimulation And Virtual Reality To Increase The Rate Of Retention In First Semester Freshmen Graphic Communications Students, Hanna Gibson

All Theses

In March of 2020, the world entered the COVID-19 pandemic, leaving educators to answer the question, "how do we teach in a virtual environment?". This was especially difficult for deeply rooted STEM programs such as Graphic Communications at Clemson University. This research aims to analyze multiple methods of virtual teaching for correlation between enhanced retention rates.

This thesis attempts to solve the problem facing global STEM educators when they are attempting to prepare material for students in a virtual environment. This is achieved by presenting them with how different methodologies impact the retention rate on freshmen level students enrolled in …

Analytics In Hospitality And Tourism: Online Travel Reviews, Estela Marine-Roig

University of South Florida (USF) M3 Publishing

OVERVIEW

User-generated content, shared with other users through social media, has increased considerably in the previous decade. In particular, the content generated by travelers, mainly online travel reviews (OTRs), has grown dramatically. This abundant recorded information has served as a basis for conducting numerous research on big data and social media analytics. Reviewers share their OTRs on travel-related websites including peer-to-peer (P2P) accommodation platforms and online travel agencies (OTAs). The aim of this chapter is to offer an overview of the state of the art of hospitality and tourism analytics based on OTRs, and explore the possibilities of gaining insight, …

Sosial Media Strategy Of New Kpop Album : A Visual Analysis Of Blackpink’S Photo Teaser, Yudhistya Ayu Kusumawati, Anindya Widita

ASEAN Marketing Journal

Manuscript type: Research article. Research Aims: This paper examined visual concept in Blackpink photo teaser as the promotion strategy in social media. Design/methodology/approach: This research was carried with qualitative approach, using Roland Barthes semiotics analysis to identify sign and symbol to identify visual meaning of Blackpink photo teaser and how the group is being presented through social media. Research Findings: Blackpink photo teasers have visual appeals which is consistent with the brand of the group. The girl crush and duality concepts of black and pink characters representing beautiful and strong persona were the message intended to be delivered through social …

Socio-Economic Classification And Its Scope In Crafting Rural Segments, Rinalini Pathak Kakati, Shazeed Ahmed

ASEAN Marketing Journal

With the liberalization of the Indian Economy in the mid 1990’s, substantial growth has been seen in the rural areas. Rural India which comprises around 70% of the total population of the country has become an emerging area for marketers. This study tries to identify key market variables that can help in crafting rural market segments. The socio-economic classification (SEC) 2011 which segments the market based on education level and possession of consumer durables. This study examines income as another key market variable together with education in the creation of distinct segments or hybrid segments. It then further identifies important …

Vietnamese Attitudes And Behavioural Patterns Towards Counterfeit Brands, Giang Huynh, Jonathan A.J. Wilson

ASEAN Marketing Journal

This study examines Vietnamese female consumers’ attitudes towards counterfeit branded products; by investigating the influence of brand image, product involvement and price advantage towards decision-making processes associated with purchasing and ownership. An inductive anti-positivist approach was adopted, employing qualitative methods; drawing from in-depth interviews distilled and synthesized using Word Cloud software, as Geographic Information System (GIS) based Spatial Analyses. Findings suggest that Price Advantage plays a determining and predominant role in encouraging consumers’ purchase intention of a counterfeit product. In addition, Brand Image has positive effect on the purchase intention as well; while product involvement plays no significant role in …

Experience Dimensions Of Religious Festivals: Religion And Spirituality At Paryaya, Udupi, India, Senthilkumaran Piramanayagam, Partho Pratim Seal

International Journal of Religious Tourism and Pilgrimage

Festivals and events have been found to be an important motivation for travel, and are a significant component in a destination offering. All religious festivals, irrespective of religion and tradition, aim to develop spirituality. Experience is the core of festivals and events, and the experience is multifaceted. This research aims to analyse the impact of various experience dimensions of religious festivals on participants’ overall festival experience and behavioural intention at a biennial festival called ‘Paryaya’ held at Udupi, India, using the concept of the experience economy. The researchers have adopted a quantitative research approach for the study. The result obtained …

Enabling Sustainable Organizational Change: A Case Of Cognitive Diversity In The Automotive Industry, Tonja Blom, Yvonne Du Plessis, Hamid H. Kazeroony

International Journal of Applied Management and Technology

In diverse societies such as South Africa, organizations continue to face inclusion challenges when implementing change. This study proposes a different method and new dimension of diversity management within the cognitive diversity construct, namely human niche theory, to tackle the diversity dilemma of exclusivity. The research question asked whether human niche theory, as a defined concept within cognitive diversity, could be utilized by managers to enable inclusion and promote sustainable organizational change implementation. Conceptually, this paper relates human niche theory to seven themes in the change process, namely, communication, training, motivation, resources, control, monitoring, and feedback. An exploratory single case …

A Critical Discourse Analysis To Explain The Failure Of Bop Strategies, Nancy E. Landrum

School of Environmental Sustainability: Faculty Publications and Other Works

Purpose – This paper aims to highlight differences between business and non-business literature regarding base of the pyramid (BoP) and subsistence contexts and reveal discourse’s powerful role in influencing goals, solutions and outcomes.

Design/methodology/approach – This paper uses critical discourse analysis to review a convenience sample of business versus non-business literature on the BoP and subsistence contexts.

Findings – Discourse used in business literature on the BoP is oriented toward hegemonic Western capitalist approaches that result in the depletion of resources, resource inequalities, poverty and increased consumption, dependence and environmental degradation and, therefore, cannot alleviate poverty.

Research limitations/implications – There …

A Content Analysis Of Hospitality Research's Research Methods In The 2010s, Cass Shum, Jaimi Garlington, Ankita Ghosh, Seyhmus Baloglu

Hospitality Faculty Research

Purpose. This study aims to describe the development of hospitality research in terms of research methods and data sources used in the 2010s.

Design/methodology/approach. Content analyses of the research methods and data sources used in original hospitality research published in the 2010s in the Cornell Hospitality Quarterly (CQ), International Journal of Hospitality Management (IJHM), International Journal of Contemporary Hospitality Management (IJCHM), Journal of Hospitality and Tourism Research (JHTR) and International Hospitality Review (IHR) were conducted. It describes whether the time span, functional areas and geographic regions of data sources were related to the research methods and data sources.

Findings. Results …

Fighting Mass Diffusion Of Fake News On Social Media, Abdallah Musmar

USF Tampa Graduate Theses and Dissertations

Fake news has been considered one of the most challenging problems in the last few years. The effects of spreading fake news over social media platforms are widely observed across the globe as the depth and velocity of fake news reach far more than real news (Vosoughi et al., 2018). The plan for the following dissertation is to investigate the mass spread of fake news across social media and propose a framework to fight the spread of fake news by mixing preventive methods that could hinder the overall percentage of fake news sharing. We plan to create a study on …

2021 November, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for November of 2021.

Artificial Intelligence As Augmenting Automation: Implications For Employment, F. Ted Tschang, Esteve Almirall

Research Collection Lee Kong Chian School Of Business

There has been great concern in recent years that artificial intelligence (AI) may cause widespread unemployment, but proponents say that AI augments existing jobs. Both of these positions have substance, but there is a need is to articulate the mechanisms by which AI may actually do both, and in the process, transform work and business organizations alike. We use economic studies showing past transformations automation wrought on the structure of employment and skills (such as the favouring of nonroutine skills) to articulate a ground for discussion. We then use case evidence of AI and automation to show how AI is …

Stock Return Prediction Using Financial News: A Unified Sequence Model Based On Hierarchical Attention And Long-Short Term Memory Networks, Haoling Chen, Peng Liu

Research Collection Lee Kong Chian School Of Business

Stock return prediction has been a hot topic in both research and industry given its potential for large financial gain. The return signal, apart from its inherent volatility and complexity, is often accompanied by a multitude of noises, such as other stocks’ performance, macroeconomic factors and financial news, etc. To better characterize these factors, we propose a new model that consists of two levels of sequence: an NLP-based module to capture the sequential nature of words and sentences in the financial news, and a time-series-based module to exploit the sequential nature of adjacent observations in the stock price. In this …

Upscaling Jamaica’S Seafarer Supply: Using The Philippines And India As Models, Deron Danario Wilson

World Maritime University Dissertations

No abstract provided.

Three Essays On Corporate Sustainability Language, Nahyun Kim

Electronic Thesis and Dissertation Repository

My dissertation explores how public firms employ language in their Corporate Social Responsibility (CSR) reports to lengthen the horizons of their strategic decisions. The three essays included in my dissertation introduce and investigate the pursuit of temporal equilibrium in the aftermath of the 2008 Financial Crisis. Specifically, I compare the emphasis placed on the short versus long- future in the annual sustainability reports of public firms and derive three explanations for the increased emphasis of long-termism.

In Essay 1 (Chapter 2), I describe how firms seek and find temporal equilibrium after the Financial Crisis. Using topic modeling, I linguistically and …

Bryant University Day Of Understanding, Justice Begins With Us, Office Of Institutional Diversity, Equity, And Inclusion

Day of Understanding Programs

No abstract provided.

Tracking The Evolution Of Stare Decisis, Sam C. Ehrlich, Ryan M. Rodenberg

Management Faculty Publications and Presentations

At the United States Supreme Court, what is old is new again. In a series of recent opinions,1 the justices have repeatedly offered differing views on how stare decisis should be positioned when tasked with justifying or rejecting existing precedent. Indeed, in three recent Supreme Court decisions the justices have wrestled with the effect of stare decisis on future decisions. Reversing a decision, according to Justice Kagan, “demand[s] a ‘special justification.’” In contrast, Justice Thomas posited that “[w]hen faced with demonstrably erroneous precedent, my rule is simple: We should not follow it.” Chief Justice Roberts, in explaining his switch in …

Making Connections: Marketing Ideas For Interpreters, Steve Mcdermott

IPS/BAS 495 Undergraduate Capstone Projects

There is a need for skilled interpreters to meet the needs of the increasingly diverse communities. Many get into the field of interpretation and translation in order to assist those with language barriers, as well as earn a living for themselves. The interpreters get into the field not realizing that to succeed they also need an entrepreneurial spirit. These entrepreneurial linguists are classified as independent contractors, as such they are responsible for the business aspects of their livelihood. This includes marketing themselves in order to grow their client base. Marketing can be a daunting task in itself. In speaking with …

When We See Us: Coming 2 America And The Intricacies Of Black Representation And Diasporic Conversation, Terri Bowles

Markets, Globalization & Development Review

This is a review essay of the film Coming 2 America (2021) by Craig Brewer, a follow-up to the 1988 comedy classic Coming to America , which stars Eddie Murphy as a newly crowned African king confronted with shifting family dynamics and evolving challenges to his royal authority. The review examines the cultural space occupying the 30 years that separate the first film and its sequel, and interrogates the structures of popular film and comedy that situate representational discourses of gender and diasporic Black representation.

Characterizing And Categorizing The Essence Of Sport Consumption Behavior: A Thematic Analysis, Sid Terason

The Qualitative Report

Sport consumer decision making is a complex process in which an individual evaluates, acquires, uses, or disposes of sport products or services. This qualitative study aimed to identify, understand, and describe the essential characteristics of sport products consumption behavior among professional athletes in Thailand. In-depth interviewing was carried out on 25 professional athlete consumers who responded to semi-structured questions regarding their sport goods consumption. Thematic analysis was performed on the transcripts to describe the essential characteristics of the consumption and to identify overarching topics. Following social constructionism, three themes (i.e., acquisition, use, and disposal) were analyzed and eight categories (i.e., …