Business Intelligence Commons^™

Review Of Data Mining Techniques For Detecting Churners In The Telecommunication Industry, Mahmoud Ewieda, Mohamed Ismail Roushdy, Essam Shaaban

Future Computing and Informatics Journal

The telecommunication sector has been developed rapidly and with large amounts of data obtained as a result of increasing in the number of subscribers, modern techniques, data-based applications, and services. As well as better awareness of customer requirements and excellent quality that meets their satisfaction. This satisfaction raises rivalry between firms to maintain the quality of their services and upgrade them. These data can be helpfully extracted for analysis and used for predicting churners. Researchers around the world have conducted important research to understand the uses of Data mining (DM) that can be used to predict customers' churn. This …

Undoing Performance In Micro Finance Institutions: Reflections On Regulatory Framework In Kenya, Victor Mwendwa Muithya, Stephen Muathe Phd, Godfrey Kinyua Phd

The Journal of Entrepreneurial Finance

The performance of Micro Finance Institutions (MFIs) has been affected negatively by the current hypercompetitive economic environment which has been characterised by as unfair competition. Huge losses have been reported among MFIs in Kenya, this has forced MFIs to innovate differently; product, financial, organisational or market innovation. This has not yielded better results. The study sought to establish the moderating effect of the regulatory framework on the relationship between strategic innovation orientation and performance of MFIs using the case of Kenya. The indicators for the regulatory framework were; prudential guidelines, non-prudential guidelines, and government laws. A descriptive and explanatory research …

College Of Business Dean's Report: 2020-2021, Ryan Butt

College of Business Dean’s Reports

No abstract provided.

Lss4.0 - Creating Opportunities From Existing Limitations, Tanawadee Pongboonchai-Empl

International Conference on Lean Six Sigma

Abstract

Purpose: This research explores Lean Six Sigma (LSS) limitations identified in previous studies and underpins the need to integrate Lean Six Sigma with Industry 4.0. Furthermore, this paper presents a use case for an opportunity offered by data-driven tools.

Method/Approach: Expert Interviews were conducted with senior Lean Six Sigma practitioners and academics in Europe. The data were analysed using qualitative content analysis and NVivo software.

Findings: This paper reveals limitations experienced by practitioners and their causal relationships. Additionally, new limitations have emerged, reinforcing the urgency to inject data-driven technologies into the traditional LSS Framework. Associated with this is the …

Dynamics Of Physician Practice Management, Abass Ceesay

Masters Theses/Capstone Projects

This VoiceThread is a highlight of the major learning experiences of my practicum. The most talk about were the cancellations and no-show project, and mitigation strategies to combat canellation and no-shows.

Stock Market Manipulation Detection Using Continuous Wavelet Transform & Machine Learning Classification, Sarah Youssef

Theses and Dissertations

Stock market manipulation detection is important for both investors and regulators. Being able to detect stock manipulation and preventing it gives investors the confidence in the market fairness and integrity. It also helps maintaining liquidity of the stocks and market efficiency. Implementing data mining algorithms in manipulation detection is a relatively recent technique but in the past few years there has been an increasing interest in it's applications in this domain. The benefit of monitoring manipulative trade behavior is that it can be implemented on live feed of stock data, which saves a lot of time in detecting stock price …

A Method For Monitoring Operating Equipment Effectiveness With The Internet Of Things And Big Data, Carl D. Hays Iii

Master's Theses

The purpose of this paper was to use the Overall Equipment Effectiveness productivity formula in plant manufacturing and convert it to measuring productivity for forklifts. Productivity for a forklift was defined as being available and picking up and moving containers at port locations in Seattle and Alaska. This research uses performance measures in plant manufacturing and applies them to mobile equipment in order to establish the most effective means of analyzing reliability and productivity. Using the Internet of Things to collect data on fifteen forklift trucks in three different locations, this data was then analyzed over a six-month period to …

Inventory Locating With Quuppa: The Design And Development Of A Real-Time Process Monitoring Web Application Solution, Dylan C. Moreland, Trevor J. Howell, John W. Takiff, Patrick S. Dillon, Theo E. Fritz, William K. Mcintyre

Industrial and Manufacturing Engineering

Viasat, Inc. requires precise inventory tracking at their production facility in San Diego, CA. Viasat has installed the Quuppa indoor real-time locating system (RTLS), which it uses to track the real-time position of high-value work-in-process items. In its current state, the system only displays in-the-moment location information, with no available functionality for storing historical data for review, analysis, or visualization. In addition, the data displayed is noisy and prone to significant random error. This paper provides an overview of RTLS methods and technologies, assesses alternative solutions to Viasat’s issue, demonstrates our RTLS integrated web app solution, analyzes its impact, and …

Counterpoint: Laying The Groundwork For The First Geospatial Red Team, Rachel Parkin

Critical and Creative Thinking Capstones Collection

The goal of this synthesis has been to develop a set of principles or strategies to guide the establishment of a permanent red team within the National Geospatial-Intelligence Agency (NGA). Over the course of a decade spent working at NGA, I discovered a passion for analytic tradecraft and looking for ways I can push the agency toward a culture that allows critical and creative thinking to thrive. This paper combines my research about organizational culture and reflective narratives about events and observations that shaped my understanding of NGA’s current organizational culture. I identify significant blind spots in our organizational approach …

Stock Markets Performance During A Pandemic: How Contagious Is Covid-19?, Yara Abushahba

Theses and Dissertations

Background and Motivation: The coronavirus (“COVID-19”) pandemic, the subsequent policies and lockdowns have unarguably led to an unprecedented fluid circumstance worldwide. The panic and fluctuations in the stock markets were unparalleled. It is inarguable that real-time availability of news and social media platforms like Twitter played a vital role in driving the investors’ sentiment during such global shock.

Purpose:The purpose of this thesis is to study how the investor sentiment in relation to COVID-19 pandemic influenced stock markets globally and how stock markets globally are integrated and contagious. We analyze COVID-19 sentiment through the Twitter posts and investigate its …

Enhanced Data Science Methods For Freight Optimization At Kelly-Moore Paints, Lance Dacy, Reannan Mcdaniel, Shawn Jung

SMU Data Science Review

Kelly-Moore Paints is a paint manufacturing company founded in San Carlos, California in 1946 by William Kelly and William Moore. It has stores located in California, Texas, Oklahoma, and Nevada. They currently own 11 42’ trailers, contract 4 distinct drivers, and service 44 stores Monday-Thursday from its Texas Distribution and Manufacturing Center in Hurst, TX. Given that transportation costs are typically the highest in the supply chain costs, this study will employ data science techniques to ensure the transportation routing, store ordering mechanism, and trailer utilization are at the best efficiency possible given the current ordering patters of the stores. …

Automated Analysis Of Rfps Using Natural Language Processing (Nlp) For The Technology Domain, Sterling Beason, William Hinton, Yousri A. Salamah, Jordan Salsman

SMU Data Science Review

Much progress has been made in text analysis, specifically within the statistical domain of Term Frequency (TF) and Inverse Document Frequency (IDF). However, there is much room for improvement especially within the area of discovering Emerging Trends. Emerging Trend Detection Systems (ETDS) depend on ingesting a collection of textual data and TF/IDF to identify new or up-trending topics within the Corpus. However, the tremendous rate of change and the amount of digital information presents a challenge that makes it almost impossible for a human expert to spot emerging trends without relying on an automated ETD system. Since the U.S. Government …

The Social Market Economy As A Formula For Peace, Prosperity, And Sustainability, Almuth D. Merkel

Doctor of International Conflict Management Dissertations

The social market economy was developed in Germany during the interwar period amidst political and economic turmoil. With clear demarcation lines differentiating it from socialism and laissez-faire capitalism, the social market economy became a formula for peace and prosperity for post WWII Germany. Since then, the success of the social market economy has inspired many other countries to adopt its principles. Drawing on evidence from economic history and the history of economic thought, this thesis first reviews the evolution of the fundamental principles that form the foundation of social-market economic thought. Blending the micro-economic utility maximization framework with traditional growth …

A Bibliometric Analysis Of Iso 9000 Research From 2015 To 2020 Using Vosviewer Application, Ilham I

Library Philosophy and Practice (e-journal)

This study aims to map scientific publications in the field of ISO 9000 visually at the global level indexed by scopus using bibliometric analysis. This study focused on articles of ISO 9000 at the international level. Research data were obtained from the Scopus database in Januari 2021 through the publish or perish software. All the discussions and analysis in this paper is based on the 46 papers consisting of 35 article, 4 conference papers, 3 reviews, 3 chapters and 1 book. Then the paper will be analyzed using the VOSviewer application for viewing and creating the desired bibliometric maps. In …

Bitcoin: The Pioneer Of Cryptocurrency With A Limited Dream, Anna M. Gellerman, Benjamin Zheng

Publications and Research

BitCoin is the most well known and adaptable cryptocurrency today. Due to the evolvement of the cryptocurrency market, many are thinking what this could mean for society; is the world ready for a new mainstream medium of exchange? This poster argues that although BitCoin is functional for small scale payments, it is inadaptable to become a payment tool comparable to cash and card.

Platforming Gamification As A Means Of Engagement In Employee Recruitment And Onboarding, Samuel D. Lipson

Management Undergraduate Honors Theses

Gamification, generally understood as the application of game elements and design concepts in non-game contexts, is a field of academic study and multibillion-dollar business tool whose popularity is growing as a means of employee engagement, education and training, and talent selection. While there are companies that attempt to gamify separate processes within the employee life cycle, no company exists that gamifies the stages surrounding talent selection: attraction and recruitment of applicants and onboarding of final candidates. To this end, this thesis proposes a software and consulting company, GameON Business Solutions, that will work with small and medium enterprises to expand …

An Overview On Amazon Rekognition Technology, Raghavendra Kumar Indla

Electronic Theses, Projects, and Dissertations

The Covid-19 pandemic has disrupted the daily operations of many businesses due to which they were forced to follow the guidelines set by the local, state, and federal government to reduce the spread of the Covid-19 virus. This project focused on how few businesses that resumed their operations during the onset of Covid-19 integrated Amazon Web Services Rekognition technology to comply with government rules and regulations.

A Site Suitability Analysis Of A Tattoo Art School In Tallahassee, Florida, Gianni Mccrea, Andre Kimble

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Tallahassee, Florida as providing a sufficient number of customers to warrant a new and sustainable Tattoo Art School. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide …

Developing A New Paintball Facility In New Orleans, Louisiana, Jevon Taylor, Justin Taylor

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around New Orleans, Louisiana as providing a sufficient number of customers to warrant a new and sustainable paintball facility. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide …

Developing An Investment Consulting Firm Near Denver, Colorado: A Site-Suitability Analysis, Caiman Moore, Matthew Studenic

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Denver, Colorado as providing a sufficient number of customers to warrant a new and sustainable Investment Consulting Firm. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide …

A Site-Suitability Analysis For A New Interstate Highway Rest Area Near Ft. Meyers, Florida, Krue Thwaits

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Ft. Meyers, Florida as providing a sufficient number of customers to warrant a new and sustainable interstate highway rest area. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis …

A Site Suitability Analysis Of A Book Store/Coffee Shop In Seattle, Washington, Hannah Paul, Jennifer Hahn

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Seattle, WA as providing a sufficient number of customers to warrant a new and sustainable used book store/ coffee shop. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis …

A New Vegetarian Restaurant In Detroit, Michigan: A Site-Suitability Analysis, John Politowicz

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Detroit, Michigan as providing a sufficient number of customers to warrant a new and sustainable vegetarian restaurant. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide valuable …

Identifying Appropriate Strategies To Sell Tesla Automobiles In Ohio, Trever Maughmer

ONU Student Research Colloquium

Segmentation data serves as an important resource used in business research. It encapsulates people who live in certain areas according to similar demographic traits, behaviors and habits, and consumer trends. Companies such as ESRI make their segmentation data available for a price, along with highly-specialized analysis tools. This project is a case study that examines the utility of ESRI segmentation data and tools to identify a suitable marketing strategy for potential customers in specific locations in Ohio. It further identifies population segments in certain geographic areas according to consumer trends and demographic characteristics. Unlike traditional brick-and-mortar (B&M) dealerships, this project …

Creating A New Amazon Warehouse/Distribution Center Near Miami, Florida: A Site-Suitability Analysis, Daniel Unruh, Cameron Veto

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Miami, FL as providing a sufficient number of customers to warrant a new and sustainable Amazon Warehouse. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide valuable …

Dole Foods Distribution Center Near Chicago, Illinois: A Site Suitability Analysis, Corey Frye

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Chicago, Illinois as providing a sufficient number of customers to warrant a new and sustainable Dole Foods Distribution Center. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can …

A Site-Suitability Analysis Of An Indoor Snow Ski Park Near Harrisburg, Pennsylvania, Ethan Falsone, Austin White

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Harrisburg, Pennsylvania as providing a sufficient number of customers to warrant a new and sustainable Indoor Snow Ski Slope. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can …

Site Suitability Analysis Of A Brewery Supply Outlet Near Tampa, Florida, Ethan Hartman, Hunter Wolfe

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Tampa, FL as providing a sufficient number of customers to warrant a new and sustainable beer brewing supply retail outlet. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis …

A Site-Suitability Analysis Of A Mannequin Production Facility Near Seattle, Washington, Tyler Smith

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Seattle, Washington as providing a sufficient number of customers to warrant a new and sustainable mannequin production facility. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide …

Human-Machine Communication: Complete Volume. Volume 2

Human-Machine Communication

This is the complete volume of HMC Volume 2.