Contemporary Research Practices in Social Sciences with Artificial Intelligence, Data Mining and Machine Learning
Contemporary Research Practices in Social Sciences with Artificial Intelligence, Data Mining and Machine Learning
Author(s): Özerk Yavuz, Hasan Alpago, Mehmet Çiçek
Subject(s): Gender Studies, National Economy, Micro-Economics, Labor relations, Economic policy, Criminology, Demography and human biology, Economic development, ICT Information and Communications Technologies, Socio-Economic Research
Published by: Özgür Yayın Dağıtım Ltd. Şti.
Keywords: data mining; economics; machine learning; Artificial Intelligence; Unemployment Rate; employment rate;
Summary/Abstract: In the last decade usage and application of Artificial Intelligence, Machine Learning and Data Mining in different disciplines as social sciences, Medical Sciences and Engineering gained momentum. Today with the help of decision support systems supported with these smart approaches and algorithms give decision makers several advantages. In this way more targeted and focused decisions with higher success rates can be maintained for a more sustainable economy and world. In this book, unique contributions of 3 distinguished Professors have been compiled with the aim of providing insights to the reader about several phenomena in social sciences blended with artificial intelligence, machine learning and data mining practices. Hope you enjoy.
- E-ISBN-13: 978-975-447-410-7
- Print-ISBN-13: 978-975-447-408-4
- Page Count: 205
- Publication Year: 2022
- Language: English
A Machine Learning Approach in Analysing Brand Switching Behavior and Its Antecedents
A Machine Learning Approach in Analysing Brand Switching Behavior and Its Antecedents
(A Machine Learning Approach in Analysing Brand Switching Behavior and Its Antecedents)
- Author(s):Özerk Yavuz
- Language:English
- Subject(s):Business Economy / Management, Behaviorism, Financial Markets, Marketing / Advertising
- Page Range:1-27
- No. of Pages:27
- Keywords:brands; marketplace; Machine Learning Approach; marketing;
- Summary/Abstract:Success of the brands in the marketplace is affected and influenced by several micro and macro factors in many levels. As suggested in literature for the successful positioning of goods and services right product, service, price, place and features should be designed and utilized. As Porter suggests overall cost leadership and core competitive advantage may provide several advantages in the marketing of goods, services and increasing sales revenue...
Inspecting and Scrutinizing Crime Rates along with Violence Against the Person Rates As Well As Their Antecedents in London with Supervised and Unsupervised Machine Learning Algorithms
Inspecting and Scrutinizing Crime Rates along with Violence Against the Person Rates As Well As Their Antecedents in London with Supervised and Unsupervised Machine Learning Algorithms
(Inspecting and Scrutinizing Crime Rates along with Violence Against the Person Rates As Well As Their Antecedents in London with Supervised and Unsupervised Machine Learning Algorithms)
- Author(s):Özerk Yavuz
- Language:English
- Subject(s):Criminal Law, Criminology, Studies in violence and power, Socio-Economic Research
- Page Range:29-57
- No. of Pages:29
- Keywords:Crime; violence; crime rates; Machine Learning Algorithms;
- Summary/Abstract:“Somebody has to spend the money for businesses to boost their sales revenues and hire people. That would end the recessions and unemployment. These are the rules of the game in 21st Century Business Landscape. Hope I hit the jackpot and be a lucky star for contributing to a sustainable economy with my spendings some day.”
Evaluation of the Turkish Economy in the Framework of Macroeconomic Indicators During the Covid 19 Pandemic
Evaluation of the Turkish Economy in the Framework of Macroeconomic Indicators During the Covid 19 Pandemic
(Evaluation of the Turkish Economy in the Framework of Macroeconomic Indicators During the Covid 19 Pandemic)
- Author(s):Hasan Alpago
- Language:English
- Subject(s):National Economy, Economic history, Economic policy, Health and medicine and law, Present Times (2010 - today)
- Page Range:59-70
- No. of Pages:12
- Keywords:Turkish Economy; national economy; Macroeconomics; COVID-19;
- Summary/Abstract:The COVID 19 pandemic has reshaped the social and economic life on a regional and country basis as well as globally and opened the doors of a new era. In this period, especially working at home or at home and digital working methods pioneered the establishment of a new type of life in business and social life by using the developing technology. In this process, while state regulations gained weight especially in the economy and social life, the internet and social media in private life took an important place in the daily lives of individuals and started a new era.
A Data Mining form of Artificial Intelligence Driven Analysis Approach in Understanding House Pricing and Several Factors as Its Leading Indicators in United Kingdom
A Data Mining form of Artificial Intelligence Driven Analysis Approach in Understanding House Pricing and Several Factors as Its Leading Indicators in United Kingdom
(A Data Mining form of Artificial Intelligence Driven Analysis Approach in Understanding House Pricing and Several Factors as Its Leading Indicators in United Kingdom)
- Author(s):Özerk Yavuz, Hasan Alpago
- Language:English
- Subject(s):Economy, Micro-Economics, Financial Markets, ICT Information and Communications Technologies
- Page Range:71-96
- No. of Pages:26
- Keywords:housing market; UK; United Kingdom; Artificial Intelligence; data mining;
- Summary/Abstract:The UK housing market remained buoyant in July, with price growth accelerating at an annual rate of 11%, according to the country’s largest building community. The Nationwide Building Society said the average price of a home last month was £271,209, up 0.1% from June after allowing for seasonal effects and a 12th month increase in a row...
Analysing Antecedents of Unemployment Rate with K-Means Algorithm of Artificial Intelligence and Data Mining in USA
Analysing Antecedents of Unemployment Rate with K-Means Algorithm of Artificial Intelligence and Data Mining in USA
(Analysing Antecedents of Unemployment Rate with K-Means Algorithm of Artificial Intelligence and Data Mining in USA)
- Author(s):Özerk Yavuz, Hasan Alpago
- Language:English
- Subject(s):Micro-Economics, Labor relations, Socio-Economic Research
- Page Range:97-119
- No. of Pages:23
- Keywords:Unemployment rate; USA; data mining; labor market;
- Summary/Abstract:The unemployed are people of working age who are unemployed, fit for the labor market and actively seeking employment. Consistent application of this definition allows for estimates of unemployment rates that are more internationally comparable than estimates based on national unemployment definitions.
Applying Machine Learning, Data Mining and Artificial Intelligence in The Analysis of Employment Rate as a Leading Indicator of Female and Male Life Expectancies in UK
Applying Machine Learning, Data Mining and Artificial Intelligence in The Analysis of Employment Rate as a Leading Indicator of Female and Male Life Expectancies in UK
(Applying Machine Learning, Data Mining and Artificial Intelligence in The Analysis of Employment Rate as a Leading Indicator of Female and Male Life Expectancies in UK)
- Author(s):Özerk Yavuz, Hasan Alpago
- Language:English
- Subject(s):Micro-Economics, Labor relations, Demography and human biology, Socio-Economic Research
- Page Range:121-148
- No. of Pages:28
- Keywords:Machine Learning; data mining; Artificial Intelligence; Employment Rate; life expectancies;
- Summary/Abstract:The corona pandemic has a tremendous impact on all industries, especially workers. In this study, we want to show how the employees are affected by the crisis according to the situation of women or men, based on the example of England. In this respect, the use of artificial intelligence algorithms in the evaluation of macroeconomic data, which varies sharply during the pandemic period, will make an important contribution to obtaining more meaningful results. In this context, it will be a very effective approach to apply especially to data mining, machine learning and artificial intelligence algorithms in the analysis of macroeconomic data.
Analysing Influence of Race, Ethnicity and Gender as Leading Indicators of Unemployment Rates with Machine Learning and Data Mining Techniques in the Country of USA
Analysing Influence of Race, Ethnicity and Gender as Leading Indicators of Unemployment Rates with Machine Learning and Data Mining Techniques in the Country of USA
(Analysing Influence of Race, Ethnicity and Gender as Leading Indicators of Unemployment Rates with Machine Learning and Data Mining Techniques in the Country of USA)
- Author(s):Özerk Yavuz, Mehmet Çiçek
- Language:English
- Subject(s):Gender Studies, Micro-Economics, Labor relations, Demography and human biology, Socio-Economic Research
- Page Range:149-172
- No. of Pages:24
- Keywords:race; ethnicity; gender; unemployment rates; data mining; USA;
- Summary/Abstract:“It takes 20 years to build a reputation and five minutes to ruin it. If you think about that, you’ll do things differently”. Warren Buffett. We are living in an era where the technology is improving so fast. At this point, innovation is very important. Branding is very important. Digital transformation is very important. For sustainability, what we need is Intellectual Property Rights (IPR). We need to feed IPR with Brand Protection (BP), digital support, and legal support. In other words, “DigitaLegal” (Çiçek, 2020).
Employing a Qualitative and Quantitative Research Methodology in Analysing Mechanics Behind Gas Pressure and Volume
Employing a Qualitative and Quantitative Research Methodology in Analysing Mechanics Behind Gas Pressure and Volume
(Employing a Qualitative and Quantitative Research Methodology in Analysing Mechanics Behind Gas Pressure and Volume)
- Author(s):Özerk Yavuz
- Language:English
- Subject(s):Methodology and research technology
- Page Range:173-196
- No. of Pages:24
- Keywords:Quantitative Research Methodology; Qualitative Research Methodology; mehanics; gas pressure; volume;
- Summary/Abstract:Pressure is the unit force applied to an area. It is defined as the perpendicular force per unit area and calculated with the P=F/S formula where force is divided by surface. When the same force applied to a larger area less pressure occurs whereas same force for a limited surface leads to a limited pressure. Similary high force values for the same surface areas leads to higher pressures whereas low force values applied to the same surface areas leads to a lesser degree of pressure. Similarly in gas pressure which is explained by ideal gas law, pressure value is found by P.V=n.R.T equation.
Comparative Analysis of Macroeconomic Behavior According to Keynes, Veblen, Schumpeter and Marx
Comparative Analysis of Macroeconomic Behavior According to Keynes, Veblen, Schumpeter and Marx
(Comparative Analysis of Macroeconomic Behavior According to Keynes, Veblen, Schumpeter and Marx)
- Author(s):Hasan Alpago
- Language:English
- Subject(s):Economy, Marxism, Economic development, Socio-Economic Research
- Page Range:197-205
- No. of Pages:9
- Keywords:macroeconomics; Keynes; Veblen; Schumpeter; Marx; macroeconomic behavior;
- Summary/Abstract:The basic teaching of macroeconomics is based on the principle of managing scarce resources in the most efficient way against endless needs. Liberal economic theories are shaped according to this principle. According to this understanding, countries, societies and individuals who can manage scarce resources in the best way increase their welfare and become prosperous. Societies that fail to achieve this become poorer or fall into the underdeveloped country class.