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Measuring Innovation in Mauritius’ ICT Sector Using Unsupervised Machine Learning: A Web Mining and Topic Modeling Approach
Measuring innovation accurately and efficiently is crucial for policymakers to encourage innovation activity. However, the established indicator...
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Policy Evolution and Effect Evaluation of Zhejiang Manufacturing Industry Based on Text Data
Whether the industrial policy can promote the high-quality development of manufacturing industry, a large number of scholars have conducted empirical...
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Map** the Mood in a City Using Geo-Located Text Data: Case Study of Yaizu Onomatopoeia Map
The topic of “mood” in a city has been receiving much attention lately. Numerous tourists walk around the city to capture its authentic quality, and...
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Data-Driven Revolution: Advancing Scientific and Technological Innovation in Chinese A-Share Listed Companies
The transformative role of big data technology in fostering scientific and technological innovation, leading to sustainable development and economic...
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Unveiling the impact of machine learning algorithms on the quality of online geocoding services: a case study using COVID-19 data
In today's era, the address plays a crucial role as one of the key components that enable mobility in daily life. Address data are used by global map...
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Technology Fears and Scapegoats 40 Myths About Privacy, Jobs, AI, and Today’s Innovation Economy
Technologies and tech companies are routinely accused of creating many societal problems. This book exposes these charges as mostly myths,...
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Economic and Geographical Analysis of the Current State of the Pulp and Paper Industry of European Russia: How is Text Mining Helpful?
Abstract—The article considers the place and role of the pulp and paper industry as a key branch of the domestic timber industry complex in the...
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Examining the Influence of Mayoral Overconfidence on Government Innovation Investment and City Innovation Power: an Environmental Boundary Model Approach
This study explores the phenomenon of managerial behavioral patterns resulting from complex social environments and investigates the behavioral...
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A Sentiment Index of the Housing Market in China: Text Mining of Narratives on Social Media
Many efforts have been made to investigate the sentiment in financial and commercial real estate markets, but only a few studies focus on residential...
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Databases, Data Warehousing, and Data Analytics
The ongoing and rapid transformation of their markets presents media companies with the challenge of further digitizing and sustainably adapting...
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Gender distribution across topics in the top five economics journals: a machine learning approach
We analyze text data in all the articles published in the top five (T5) economics journals between 2002 and 2019 in order to find gender differences...
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Text-aided Group Decision-making Process Observation Method (x-GDP): a novel methodology for observing the joint decision-making process of travel choices
Joint travel decisions, particularly related to social activities remain poorly explained in traditional behavioral models. A key reason for this is...
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Does communicating within a team influence individuals’ reasoning and decisions?
In recent years, experimental economics has seen a rise in the collection and analysis of choice-process data, such as team communication...
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Can information construction promote the digital transformation of enterprises? Evidence from the 'Pilot Zone for the Integration of Informatization and Industrialization’
The convergence of the digital economy and the physical economy is a global trend, with enterprises undergoing digital transformation not only for...
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Comprehensive review of text-mining applications in finance
Text-mining technologies have substantially affected financial industries. As the data in every sector of finance have grown immensely, text mining...
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Research on Digital Transformation Driving the High-Quality Development of Cultural and Tourism Enterprises—Evidence Based on Listed Cultural and Tourism Companies
Digital transformation has become an important means for cultural and tourism enterprises to achieve high-quality development. The role of digital...
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Is Deep-Learning and Natural Language Processing Transcending the Financial Forecasting? Investigation Through Lens of News Analytic Process
This study tries to unravel the stock market prediction puzzle using the textual analytic with the help of natural language processing (NLP)...
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Online citizen petitions related to COVID-19 in South Korean cities: a big data analysis
What do citizens demand of their governing bodies to cope with the spread of emerging infectious diseases after recognizing the growing danger? What...
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Consideration on the Subject and Criteria of the Minutes of the Environmental Assessment Deliberation Meeting by Exploratory Text Analysis
What kind of “discussions” is held by administrative councils, and are these of good “quality?” The Environmental Assessment Council (EAC) was...
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Econometric Analysis of Panel Data
This textbook offers a comprehensive introduction to panel data econometrics, an area that has enjoyed considerable growth over the last two decades....
