Dataset Viewer
Auto-converted to Parquet Duplicate
Search is not available for this dataset
Style
stringclasses
1 value
Title
stringclasses
383 values
Abstract
stringclasses
265 values
title
stringlengths
1
30.4k
text
stringlengths
627
100k
label
stringclasses
1 value
Academic
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
null
null
null
null
Academic
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition. The latest model developed by OpenAI, GPT-4, was trained using an unprecedented sca...
null
null
null
Academic
High-performance medicine: the convergence of human and artificial intelligence
null
null
null
null
Academic
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread adoption of artificial intelligence (AI) in our daily life, which contributes to accelerating the shift towards a more algorithmic society. However, even with such unprecedented advancements, a key impediment to the use of AI-based...
null
null
null
Academic
ARTIFICIAL INTELLIGENCE FOR THE REAL WORLD
null
null
null
null
Academic
Explainable Artificial Intelligence (XAI)
Explainable Artificial Intelligence (XAI) has emerged as a critical facet in the realm of machine learning and artificial intelligence, responding to the increasing complexity of models, particularly deep neural networks, and the subsequent need for transparent decision making processes. This research paper delves into...
null
null
null
Academic
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence
From the Publisher: Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural a...
null
null
null
Academic
Foundation models for generalist medical artificial intelligence
null
null
null
null
Academic
Explanation in Artificial Intelligence: Insights from the Social Sciences
null
null
null
null
Academic
Revolutionizing healthcare: the role of artificial intelligence in clinical practice
null
null
null
null
Academic
Scientific discovery in the age of artificial intelligence
null
null
null
null
Academic
Collaborating With ChatGPT: Considering the Implications of Generative Artificial Intelligence for Journalism and Media Education
Generative artificial intelligence (AI) is ushering in an era of potential transformation of journalism and media content. This essay considers one notable generative AI platform called ChatGPT made available to the public in 2022 for free use. ChatGPT allows users to enter text prompts and rapidly generates text respo...
null
null
null
Academic
Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial Intelligence
null
null
null
null
Academic
A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education
null
null
null
null
Academic
Experimental evidence on the productivity effects of generative artificial intelligence
We examined the productivity effects of a generative artificial intelligence (AI) technology, the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a preregistered online experiment, we assigned occupation-specific, incentivized writing tasks to 453 college-educated professionals and ...
null
null
null
Academic
Can artificial intelligence help for scientific writing?
null
null
null
null
Academic
Artificial intelligence in higher education: the state of the field
null
null
null
null
Academic
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine is looking for novelty in the methodological and/or theoretical content of submitted papers. Such kind of novelty has to be mainly acknowledged in the area of AI and Computer Science. Methodological papers deal with the proposal of some strategy and related methods to solve some scie...
null
null
null
Academic
Data-centric Artificial Intelligence: A Survey
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler of its great success is the availability of abundant and high-quality data for building machine learning models. Recently, the role of data in AI has been significantly magnified, giving rise to the emerging concept of data...
null
null
null
Academic
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
null
null
null
null
Academic
Artificial Intelligence and Machine Learning in Clinical Medicine, 2023.
null
null
null
null
Academic
Artificial Intelligence
null
null
null
null
Academic
Trustworthy artificial intelligence
null
null
null
null
Academic
Managing artificial intelligence
null
null
null
null
Academic
A Review of the Role of Artificial Intelligence in Healthcare
Artificial intelligence (AI) applications have transformed healthcare. This study is based on a general literature review uncovering the role of AI in healthcare and focuses on the following key aspects: (i) medical imaging and diagnostics, (ii) virtual patient care, (iii) medical research and drug discovery, (iv) pati...
null
null
null
Academic
Appropriateness of Cardiovascular Disease Prevention Recommendations Obtained From a Popular Online Chat-Based Artificial Intelligence Model.
This study examines the appropriateness of artificial intelligence model responses to fundamental cardiovascular disease prevention questions.
null
null
null
Academic
Evaluation of artificial intelligence techniques in disease diagnosis and prediction
null
null
null
null
Academic
Artificial intelligence in developing countries: The impact of generative artificial intelligence (AI) technologies for development
This paper explores the potential impact of Generative Artificial Intelligence (Generative AI) on developing countries, considering both positive and negative effects across various domains of information, culture, and industry. Generative Artificial Intelligence refers to artificial intelligence (AI) systems that gene...
null
null
null
Academic
An Overview of Artificial Intelligence Ethics
Artificial intelligence (AI) has profoundly changed and will continue to change our lives. AI is being applied in more and more fields and scenarios such as autonomous driving, medical care, media, finance, industrial robots, and internet services. The widespread application of AI and its deep integration with the econ...
null
null
null
Academic
Artificial intelligence for waste management in smart cities: a review
null
null
null
null
Academic
Smart farming using artificial intelligence: A review
null
null
null
null
Academic
From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where
Nowadays, Industry 4.0 can be considered a reality, a paradigm integrating modern technologies and innovations. Artificial intelligence (AI) can be considered the leading component of the industrial transformation enabling intelligent machines to execute tasks autonomously such as self-monitoring, interpretation, diagn...
null
null
null
Academic
Artificial intelligence-based solutions for climate change: a review
null
null
null
null
Academic
Empowering learners for the age of artificial intelligence
null
null
null
null
Academic
Artificial Intelligence A Modern Approach 3rd
Artificial IntelligenceArtificial Intelligence: A Modern Approach 2Nd Ed.Introduction to Machine LearningArtificial IntelligenceArtificial Intelligence: A Modern Approach, eBook, Global EditionIntroduction to Artificial IntelligenceModern Approaches in Machine Learning and Cognitive Science: A WalkthroughArtificial Int...
null
null
null
Academic
Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?
The legal and ethical issues that confront society due to Artificial Intelligence (AI) include privacy and surveillance, bias or discrimination, and potentially the philosophical challenge is the role of human judgment. Concerns about newer digital technologies becoming a new source of inaccuracy and data breaches have...
null
null
null
Academic
Trustworthy Artificial Intelligence: A Review
Artificial intelligence (AI) and algorithmic decision making are having a profound impact on our daily lives. These systems are vastly used in different high-stakes applications like healthcare, business, government, education, and justice, moving us toward a more algorithmic society. However, despite so many advantage...
null
null
null
Academic
Ethical principles for artificial intelligence in education
null
null
null
null
Academic
A Proposal For The Dartmouth Summer Research Project On Artificial Intelligence
We propose that a 2 month, 10 man study of artificial intelligence be carried out during the summer of 1956 at Dartmouth College in Hanover, New Hampshire. The study is to proceed on the basis of the conjecture that every aspect of learning or any other feature of intelligence can in principle be so precisely described...
null
null
null
Academic
Human activity recognition in artificial intelligence framework: a narrative review
null
null
null
null
Academic
Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda
null
null
null
null
Academic
Dual use of artificial-intelligence-powered drug discovery
null
null
null
null
Academic
Artificial Intelligence and Life in 2030: The One Hundred Year Study on Artificial Intelligence
In September 2016, Stanford's"One Hundred Year Study on Artificial Intelligence"project (AI100) issued the first report of its planned long-term periodic assessment of artificial intelligence (AI) and its impact on society. It was written by a panel of 17 study authors, each of whom is deeply rooted in AI research, cha...
null
null
null
Academic
Has the Future Started? The Current Growth of Artificial Intelligence, Machine Learning, and Deep Learning
In the modern era, many terms related to artificial intelligence, machine learning, and deep learning are widely used in domains such as business, healthcare, industries, and military. In these fields, the accurate prediction and analysis of data are crucial, regardless of how large the data are. However, using big dat...
null
null
null
Academic
Artificial intelligence in radiology
null
null
null
null
Academic
Definition, roles, and potential research issues of the metaverse in education: An artificial intelligence perspective
null
null
null
null
Academic
Artificial Intelligence for the Metaverse: A Survey
null
null
null
null
Academic
Explainable Artificial Intelligence in education
null
null
null
null
Academic
On scientific understanding with artificial intelligence
null
null
null
null
Academic
Quo vadis artificial intelligence?
null
null
null
null
Academic
BUSINESS RESEARCH METHODS
This textbook aims to provide a balanced introduction to research methods for today’s undergraduate business students. It does this by synthesising rigorous coverage of methodologies with an accessible ‘real-world’ approach. The text follows course learning objectives for undergraduates in business and provides example...
null
null
null
Academic
Harvard Business School; SSRN; National Bureau of Economic Research (NBER); European Corporate Governance Institute (ECGI); Harvard University - Accounting & Control Unit
In this paper we draw on recent progress in the theory of (1) property rights, (2) agency, and (3) finance to develop a theory of ownership structure for the firm.1 In addition to tying together elements of the theory of each of these three areas, our analysis casts new light on and has implications for a variety of is...
null
null
null
Academic
Research Methods for Business Students
How to use this book Guided tour Preface Contributors 1 The nature of business and management research and structure of this book 2 Formulating and clarifying the research topic 3 Critically reviewing the literature 4 Understanding research philosophies and approaches 5 Formulating the research design 6 Negotiating acc...
null
null
null
Academic
Business Model Generation A Handbook For Visionaries Game Changers And Challengers
The book entitled “Business Model Generation: A Handbook for visionaries, game changers and challengers” though written by Osterwalder and Pigneur (2010) was also co-created by 470 practitioners from 45 countries. The book is thus a good example of how a global creative collaboration effort can contribute positively to...
null
null
null
Academic
Research Methods for Business: A Skill-Building Approach
null
null
null
null
Academic
The Social Responsibility of Business Is to Increase Its Profits
null
null
null
null
Academic
The Effect of a Market Orientation on Business Profitability
Marketing academicians and practitioners have been observing for more than three decades that business performance is affected by market orientation, yet to date there has been no valid measure of a market orientation and hence no systematic analysis of its effect on a business's performance. The authors report the dev...
null
null
null
Academic
Business Intelligence and Analytics: From Big Data to Big Impact
Business intelligence and analytics (BI&A) has emerged as an important area of study for both practitioners and researchers, reflecting the magnitude and impact of data-related problems to be solved in contemporary business organizations. This introduction to the MIS Quarterly Special Issue on Business Intelligence Res...
null
null
null
Academic
A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
This paper models occasional, discrete shifts in the growth rate of a nonstationary series. Algorithms for inferring these unobserved shifts are presented, a byproduct of which permits estimation of parameters by maximum likelihood. An empirical application of this technique suggests that the periodic shift from a posi...
null
null
null
Academic
The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle
Schumpeter first reviews the basic economic concepts that describe the recurring economic processes of a commercially organized state in which private property, division of labor, and free competition prevail. These constitute what Schumpeter calls "the circular flow of economic life," such as consumption, factors and ...
null
null
null
Academic
What Is Web 2.0 Design Patterns and Business Models for the Next Generation of Software
marked a turning point for the Web. Many people concluded that the Web was over hyped, when in fact bubbles and consequent shakeouts appear to be a common feature of all technological revolutions.1 Shakeouts typically mark the point at which an ascendant technology is ready to take its place at center stage. The preten...
null
null
null
Academic
The Business Model: Recent Developments and Future Research
This article provides a broad and multifaceted review of the received literature on business models in which the authors examine the business model concept through multiple subject-matter lenses. The review reveals that scholars do not agree on what a business model is and that the literature is developing largely in s...
null
null
null
Academic
Research Methods for Business : A Skill Building Approach (5th Edition)
null
null
null
null
Academic
Business Models, Business Strategy and Innovation
null
null
null
null
Academic
Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach
Using a Bayesian likelihood approach, we estimate a dynamic stochastic general equilibrium model for the US economy using seven macro-economic time series. The model incorporates many types of real and nominal frictions and seven types of structural shocks. We show that this model is able to compete with Bayesian Vecto...
null
null
null
Academic
Value creation in E‐business
We explore the theoretical foundations of value creation in e‐business by examining how 59 American and European e‐businesses that have recently become publicly traded corporations create value. We observe that in e‐business new value can be created by the ways in which transactions are enabled. Grounded in the rich da...
null
null
null
Academic
The Financial Accelerator in a Quantitative Business Cycle Framework
This paper develops a dynamic general equilibrium model that is intended to help clarify the role of credit market frictions in business fluctuations, from both a qualitative and a quantitative standpoint. The model is a synthesis of the leading approaches in the literature. In particular, the framework exhibits a fina...
null
null
null
Academic
Partnerships from cannibals with forks: The triple bottom line of 21st‐century business
Editor's Note: John Elkington's new book, Cannibals with Forks: The Triple Bottom Line of 21st-Century Business, has been hailed as “practical, compassionate and deeply informed, a brilliant synthesis of his genius for cutting through the thicket of tough issues–in the world of business and sustainability–and producing...
null
null
null
Academic
A Framework for Developing E-Business Metrics Through Functionality Interaction
As firms move toward a more disciplined approach to e-business strategic planning, managers are seeking metrics that will help them analyze the success of their e-business investments. Likewise, researchers require metrics to build analytical models of the impact of managerial strategy on firm performance and to valida...
null
null
null
Academic
Agency Costs, Net Worth, and Business Fluctuations
This paper develops a simple neoclassical model of the business cycle in which the condition of borrowers' balance sheets is a source of output dynamics. The mechanism is that higher borrower net worth reduces the agency costs of financing real capital investments. Business upturns improve net worth, lower agency costs...
null
null
null
Academic
Research Methods for Business
Methods for Business: A Skill Building Approach Sekaran, Uma & Bo Business Research Methods 3e. 806 Pages·2016·16.03 MB·5,676 Downloads·New! Business Research Methods 3e Alan Bryman|Emma Bell Business Research Methods. 110 Pages·2012·2.09 MB·5,306 Downloads. place e.g. full text or abstract or keywords rather than jour...
null
null
null
Academic
The Benefits of Lending Relationships: Evidence from Small Business Data
This paper empirically examines how ties between a firm and its creditors affect the availability and cost of funds to the firm. The authors analyze data collected in a survey of small firms by the Small Business Administration. The primary benefit of building close ties with an institutional creditor is that the avail...
null
null
null
Academic
Research Methods for Business Students (5th edn)
" " I'm confused by all these different philosophies" " I've got my data; what do I write first?" ΠK then, open this book to read: * Regular checklists and ...
null
null
null
Academic
The Economics of Small Business Finance: The Roles of Private Equity and Debt Markets in the Financial Growth Cycle
We examine the economics of financing small business in private equity and debt markets. Firms are viewed through a financial growth cycle paradigm in which different capital structures are optimal at different points in the cycle. We show the sources of small business finance, and how capital structure varies with fir...
null
null
null
Academic
Business Dynamics—Systems Thinking and Modeling for a Complex World
null
null
null
null
Academic
Postwar U.S. Business Cycles: An Empirical Investigation
The authors propose a procedure for representing a time series of a smoothly varying trend component and a cyclical component. They document the nature of the comovements of the cyclical components of a variety of macroeconomic time series. The authors find that comovements are very different than the corresponding com...
null
null
null
Academic
Business Process Management
null
null
null
null
Academic
Effects of COVID-19 on business and research
null
null
null
null
Academic
Business Research Methods
Designed to lead readers through the entire research process from start to finish, the text is divided into three parts. Essentials of Research: this section introduces the whys of research, outlines the process and the proposal stage, and finally explores the ethics involved with all research undertakings. Research Se...
null
null
null
Academic
Strategic Factor Markets: Expectations, Luck, and Business Strategy
Much of the current thinking about competitive strategy focuses on ways that firms can create imperfectly competitive product markets in order to obtain greater than normal economic performance. However, the economic performance of firms does not depend simply on whether or not its strategies create such markets, but a...
null
null
null
Academic
Business-unit-level relationship between employee satisfaction, employee engagement, and business outcomes: a meta-analysis.
Based on 7,939 business units in 36 companies, this study used meta-analysis to examine the relationship at the business-unit level between employee satisfaction-engagement and the business-unit outcomes of customer satisfaction, productivity, profit, employee turnover, and accidents. Generalizable relationships large ...
null
null
null
Academic
The Role of the Business Model in Capturing Value from Innovation: Evidence from Xerox Corporation's Technology Spin-Off Companies
This paper explores the role of the business model in capturing value from early stage technology. A successful business model creates a heuristic logic that connects technical potential with the realization of economic value. The business model unlocks latent value from a technology, but its logic constrains the subse...
null
null
null
Academic
Socioemotional Wealth and Business Risks in Family-controlled Firms: Evidence from Spanish Olive Oil Mills
This paper challenges the prevalent notion that family-owned firms are more risk averse than publicly owned firms. Using behavioral theory, we argue that for family firms, the primary reference point is the loss of their socioemotional wealth, and to avoid those losses, family firms are willing to accept a significant ...
null
null
null
Academic
BUSINESS CONDITIONS AND EXPECTED RETURNS ON STOCKS AND BONDS
null
null
null
null
Academic
Misery Loves Companies: Rethinking Social Initiatives by Business
Companies are increasingly asked to provide innovative solutions to deep-seated problems of human misery, even as economic theory instructs managers to focus on maximizing their shareholders' wealth. In this paper, we assess how organization theory and empirical research have thus far responded to this tension over cor...
null
null
null
Academic
Business Model Innovation: Opportunities and Barriers
null
null
null
null
Academic
Review: Information Technology and Organizational Performance: An Integrative Model of IT Business Value
Despite the importance to researchers, managers, and policy makers of how information technology (IT) contributes to organizational performance, there is uncertainty and debate about what we know and don't know. A review of the literature reveals that studies examining the association between information technology and...
null
null
null
Academic
The Business Case for Corporate Social Responsibility: A Review of Concepts, Research and Practice
In this review, the primary subject is the ‘business case’ for corporate social responsibility (CSR). The business case refers to the underlying arguments or rationales supporting or documenting why the business community should accept and advance the CSR ‘cause’. The business case is concerned with the primary questio...
null
null
null
Academic
Developing relationships in business networks
This edited collection applies the network approach to the analysis of business relationships in a global context. Drawing on a number of international case studies, a "network approach" is developed, giving rise to theoretical and practical managerial insights and a different way of conceptualizing companies within ma...
null
null
null
Academic
Fifteen Years of Research on Business Model Innovation
Over the last 15 years, business model innovation (BMI) has gained an increasing amount of attention in management research and among practitioners. The emerging BMI literature addresses an important phenomenon but lacks theoretical underpinning, and empirical inquiry is not cumulative. Thus, a concerted research effor...
null
null
null
Academic
Product design and business model strategies for a circular economy
The transition within business from a linear to a circular economy brings with it a range of practical challenges for companies. The following question is addressed: What are the product design and business model strategies for companies that want to move to a circular economy model? This paper develops a framework of ...
null
null
null
Academic
Business Model Generation: A handbook for visionaries, game changers and challengers
Business Model Generation is a handbook for visionaries, game changers, and challengers striving to defy outmoded business models and design tomorrow's enterprises. If your organization needs to adapt to harsh new realities, but you don't yet have a strategy that will get you out in front of your competitors, you need ...
null
null
null
Academic
Business process execution language for web services
processes are rarely used. The most common scenario is to use them as a template to define executable processes. Abstract processes can be used to replace sets of rules usually expressed in natural language, which is often ambiguous. In this book, we will first focus on executable processes and come back to abstract pr...
null
null
null
Academic
Entrepreneurial Orientation and Business Performance: An Assessment of past Research and Suggestions for the Future
Entrepreneurial orientation (EO) has received substantial conceptual and empirical attention, representing one of the few areas in entrepreneurship research where a cumulative body of knowledge is developing. The time is therefore ripe to document, to review, and to evaluate the cumulative knowledge on the relationship...
null
null
null
Academic
Business models and dynamic capabilities
null
null
null
null
Academic
Business Research Methods
PART 1 1. Business research strategies 2. Research designs 3. Planning a research project and formulating research questions 4. Getting Started: reviewing the literature 5. Ethics in business research PART 2 6. The nature of quantitative research 7. Sampling 8. Structured interviewing 9. Self-completion questionnaires ...
null
null
null
Academic
Measuring Business Cycles: Approximate Band-Pass Filters for Economic Time Series
Band-pass filters are useful in a wide range of economic contexts. This paper develops a set of approximate band-pass filters and illustrates their application to measuring the business-cycle component of macroeconomic activity. Detailed comparisons are made with several alternative filters commonly used for extracting...
null
null
null
Academic
Beyond the business case for corporate sustainability
The article is intended as a contribution to the ongoing conceptual development of corporate sustainability. At the business level sustainability is often equated with eco-efficiency. However, such a reduction misses several important criteria that firms have to satisfy if they want to become truly sustainable. This a...
null
null
null
Academic
The impact of COVID-19 on small business outcomes and expectations
Significance Drawing on a survey of more than 5,800 small businesses, this paper provides insight into the economic impact of coronavirus 2019 (COVID-19) on small businesses. The results shed light on both the financial fragility of many small businesses, and the significant impact COVID-19 had on these businesses in t...
null
null
null
Academic
Why business models matter.
"Business model" was one of the great buzz-words of the Internet boom. A company didn't need a strategy, a special competence, or even any customers--all it needed was a Web-based business model that promised wild profits in some distant, ill-defined future. Many people--investors, entrepreneurs, and executives alike--...
null
null
null
End of preview. Expand in Data Studio
README.md exists but content is empty.
Downloads last month
11