Top Research Papers on Google Scholar
Explore the top research papers on Google Scholar and dive into pioneering insights and significant findings. These papers provide an in-depth look into various fields, showcasing groundbreaking research and influential studies. Perfect for academics, researchers, and enthusiasts aiming to deepen their knowledge in various domains.
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Google Scholar, Microsoft Academic, Scopus, Dimensions, Web of Science, and OpenCitations’ COCI: a multidisciplinary comparison of coverage via citations
815 Citations 2020Alberto Martín-Martín, Mike Thelwall, Enrique Orduna-Malea + 1 more
Scientometrics
This paper investigates 3,073,351 citations found by these six data sources to 2,515 English-language highly-cited documents published in 2006 from 252 subject categories, expanding and updating the largest previous study.
Progress and Trends in the Application of Google Earth and Google Earth Engine
274 Citations 2021Qiang Zhao, Le Yu, Xuecao Li + 3 more
Remote Sensing
The applications and trends in the use of GE and GEE are reviewed by analyzing peer-reviewed articles, dating up to January 2021, in the Web of Science core collection using scientometric analysis and meta-analysis.
The Evolution of Entrepreneurship as a Scholarly Field
103 Citations 2020Hans Landström
Foundations and Trends® in Entrepreneurship
Over the last 50 years, entrepreneurship as a scientific field has grown significantly - from a small emerging venture in the 1970s to a global industry today with thousands of people around the world who consider themselves entrepreneurship scholars. In this fast growing field there is always a risk that our history will get lost, with consequences in terms of lack of knowledge accumulation and understanding of the concepts and theories that we use in our research. Research on entrepreneurship has a long history. In this review I will focus on the modern history of entrepreneurship research b...
The Use of Google Classroom during Pandemic
169 Citations 2020Mike Okmawati
Journal of English Language Teaching
The result of the research finding prove that it is effective to use Google Classroom, one way to be considered by the schools and teachers to provide students by e learning that can be attracted for the students, while the process of teacher learning move to virtual classes.
Bibliometric Using Vosviewer with Publish or Perish (using Google Scholar data): From Step-by-step Processing for Users to the Practical Examples in the Analysis of Digital Learning Articles in Pre and Post Covid-19 Pandemic
210 Citations 2021Dwi Fitria Al Husaeni, Asep Bayu Dani Nandiyanto
ASEAN Journal of Science and Engineering
It is found that VOSviewer can be used to give suggestions in the data analysis results and is allowed and provides an easy way of data analysis by utilizing mapping tools and provide analysis of research developments regarding digital learning media.
Google Speech Commands-Musan test set
1071 Citations 2022Pete Warden, Kavaki, Hassan Salami, Mandel, Michael
arXiv (Cornell University)
An audio dataset of spoken words designed to help train and evaluate keyword spotting systems and suggests a methodology for reproducible and comparable accuracy metrics for this task.
S2ORC: The Semantic Scholar Open Research Corpus
416 Citations 2020Kyle Lo, Lucy Lu Wang, Mark E Neumann + 2 more
journal unavailable
In S2ORC, a large corpus of 81.1M English-language academic papers spanning many academic disciplines is introduced, which is expected to facilitate research and development of tools and tasks for text mining over academic text.
Research and scholarly methods: Semi‐structured interviews
631 Citations 2021Omolola A. Adeoye‐Olatunde, Nicole L. Olenik
JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY
The Seven Steps to Conducting, Analyzing, and Reporting Semi‐Structured Interview Data (7S CARS‐SID) for Pharmacy Services Research are proposed to provide novice qualitative researchers with a step‐by‐step introductory guide to conducting qualitative pharmacy services research using semi‐structured interview methods.
rgee: An R package for interacting with Google Earth Engine
147 Citations 2020César Aybar, Qiusheng Wu, Lesly Bautista + 2 more
The Journal of Open Source Software
R users are proposed to receive an R package that wraps the Earth Engine Python API to provide R users with a familiar interface, rapid development features, and flexibility to analyze data using open-source, third-party packages.
The Design Process for Google's Training Chips: TPUv2 and TPUv3
134 Citations 2021Thomas Norrie, Nishant Patil, Doe Hyun Yoon + 6 more
IEEE Micro
The circumstances that led to this outcome, the challenges and opportunities observed, the approach taken for the chips, a quick review of performance, and finally a retrospective on the results are detailed.
Google Earth Engine: A Global Analysis and Future Trends
142 Citations 2023Andrés Velástegui-Montoya, Néstor Montalván-Burbano, Paúl Carrión-Mero + 3 more
Remote Sensing
A bibliometric analysis of the GEE platform is proposed, analyzing its cognitive structure related to the research in the Scopus database to analyze its scientific production.
ETA Prediction with Graph Neural Networks in Google Maps
197 Citations 2021Austin Derrow-Pinion, Jennifer She, David Wong + 14 more
journal unavailable
This work presents a graph neural network estimator for estimated time of arrival (ETA) which has been deployed in production at Google Maps and proved powerful when deployed, significantly reducing negative ETA outcomes in several regions compared to the previous production baseline.
Crossref: The sustainable source of community-owned scholarly metadata
156 Citations 2020Ginny Hendricks, Dominika Tkaczyk, Jennifer Lin + 1 more
Quantitative Science Studies
The kind of metadata that Crossref provides and how it is collected and curated are described and plans that will improve metadata quality and retrieval in the future are described.
Research design and methods : an applied guide for the scholar-practitioner
136 Citations 2020Gary J Burkholder, Kimberley A. Cox, Linda Crawford + 2 more
journal unavailable
Foreword - Michael Quinn Patton Preface - Gary J. Burkholder, Linda M. Crawford, Kimberley A. Cox, and John H. Hitchcock Acknowledgments About the Editors About the Contributors Part I: Foundations in Research Design Chapter 1: Introduction to Research - Gary J. Burkholder Chapter 2: Philosophical Foundations and the Role of Theory in Research - Gary J. Burkholder and Patricia M. Burbank Chapter 3: Conceptual and Theoretical Frameworks in Research - Linda M. Crawford Part II: Research Design and Analysis Chapter 4: Quantitative Research Designs - Kimberley A. Cox Chapter 5: Quantitative Analys...
COVID‐19, nationalism, and the politics of crisis: A scholarly exchange
191 Citations 2020Eric Taylor Woods, Robert Schertzer, Liah Greenfeld + 2 more
Nations and Nationalism
A historically and theoretically informed discussion would shed light on the types of political processes that could be triggered by the COVID‐19 pandemic and help orient researchers and policy‐makers as they grapple with what has rapidly become the most urgent issue of the authors' times.
Progress in ecosystem services research: A guide for scholars and practitioners
117 Citations 2021Angélica Valencia Torres, Chetan Tiwari, Samuel F. Atkinson
Ecosystem Services
The study of ecosystem services enables the understanding of the services that ecosystems provide at the landscape level by explaining the relationship between natural capital, ecosystem services, and human wellbeing. The limited number of studies summarizing important themes and approaches used in this area constrain the ability of scholars and practitioners to initiate or incorporate ecosystem services in their own domains of research. This paper develops a structured process that traces efforts in this domain of knowledge and proposes a systematic review of key themes and approaches that ha...
What ChatGPT means for universities: Perceptions of scholars and students
384 Citations 2023Mehmet Fırat
Journal of Applied Learning & Teaching
Suggestions for future research include further exploration of the ethical implications of AI for education, the development of strategies to manage privacy concerns, and the investigation of how educational institutions can best prepare for the integration of AI technologies.
The impact of Google Assistant on adolescent EFL learners’ willingness to communicate
230 Citations 2020Tzu-Yu Tai, Howard Hao-Jan Chen
Interactive Learning Environments
Investigating the potentials of an IPA, Google Assistant, for developing adolescent EFL learners’ WTC and their perceptions of IPAs for EFL learning indicated that IPA-based interaction provided a less threatening environment, in which learners displayed higher levels of engagement, motivation, confidence, and, in turn, their WTC in the target language.
geemap: A Python package for interactive mapping with Google Earth Engine
266 Citations 2020Qiusheng Wu
The Journal of Open Source Software
Gegeemap is a Python package for interactive mapping with Google Earth Engine (GEE), which is a cloud computing platform with a multi-petabyte catalog of satellite imagery and geospatial datasets (e.g., Landsat, Sentinel, MODIS, NAIP).
Automation, APIs and the distributed labour of platform pedagogies in Google Classroom
166 Citations 2020Carlo Perrotta, Kalervo Ν. Gulson, Ben Williamson + 1 more
Critical Studies in Education
Digital platforms have become central to interaction and participation in contemporary societies. New forms of ‘platformized education’ are rapidly proliferating across education systems, bringing logics of datafication, automation, surveillance, and interoperability into digitally mediated pedagogies. This article presents a conceptual framework and an original analysis of Google Classroom as an infrastructure for pedagogy. Its aim is to establish how Google configures new forms of pedagogic participation according to platform logics, concentrating on the cross-platform interoperability made ...
Google Earth Engine and Artificial Intelligence (AI): A Comprehensive Review
218 Citations 2022Liping Yang, Joshua Driscol, Sarigai Sarigai + 3 more
Remote Sensing
Remote sensing (RS) plays an important role gathering data in many critical domains (e.g., global climate change, risk assessment and vulnerability reduction of natural hazards, resilience of ecosystems, and urban planning). Retrieving, managing, and analyzing large amounts of RS imagery poses substantial challenges. Google Earth Engine (GEE) provides a scalable, cloud-based, geospatial retrieval and processing platform. GEE also provides access to the vast majority of freely available, public, multi-temporal RS data and offers free cloud-based computational power for geospatial data analysis....
In Search of a Job: Forecasting Employment Growth Using Google Trends
101 Citations 2020Daniel Borup, Erik Christian Montes Schütte
Journal of Business and Economic Statistics
We show that Google search activity on relevant terms is a strong out-of-sample predictor for future employment growth in the US over the period 2004-2019 at both short and long horizons. Starting from an initial search term “jobs”, we construct a large panel of 172 variables using Google’s own algorithms to find semantically related search queries. The best Google Trends model achieves an out-of-sample R2 between 29% and 62% at horizons spanning from one month to one year ahead, strongly outperforming benchmarks based on a single search query or a large set of macroeconomic, financial, and se...
Language diversity in academic writing: toward decolonizing scholarly publishing
110 Citations 2022Suresh Canagarajah
Journal of Multicultural Discourses
This article draws from scalar theory to examine how textual diversification can engage with linguistic and social structures to both pluralize academic writing and facilitate an alternate structuration of publishing policies and practices. It adopts indexical analysis to demonstrate how non-normative linguistic choices can gain uptake for meanings and status in academic communication, leading to the rescaling of vernacular resources in global publishing contexts. The author illustrates from his own academic publishing to demonstrate how he engaged with the different communicative contexts and...
Generating scholarly content with ChatGPT: ethical challenges for medical publishing
570 Citations 2023Michael Liebrenz, Roman Schleifer, Anna Buadze + 2 more
The Lancet Digital Health
The impact of generative artificial intelligence (AI) on medical publishing practices is currently unknown. However, as our experiences underline, generative AI could have substantial ethical implications. ChatGPT (OpenAI, San Francisco, CA, USA) is an AI chatbot released in November, 2022.1Open AI ChatGPT.https://openai.com/blog/chatgpt/Date: 2022Date accessed: December 21, 2022Google Scholar Developed using human feedback and freely accessible, the platform has already attracted millions of interactions.2Grant N Metz C A New chat bot is a 'code red' for Google's search business. The New York...
Peer review and gender bias: A study on 145 scholarly journals
188 Citations 2021Flaminio Squazzoni, Giangiacomo Bravo, Mike Farjam + 6 more
Science Advances
Findings suggest that peer review and editorial processes do not penalize manuscripts by women, and increasing gender diversity in editorial teams and referee pools could help journals inform potential authors about their attention to these factors and so stimulate participation by women.
Web of Science as a data source for research on scientific and scholarly activity
1065 Citations 2020Caroline Birkle, David Pendlebury, Joshua D. Schnell + 1 more
Quantitative Science Studies
The Institute for Scientific Information (ISI) continues to work closely with bibliometric groups around the world to the benefit of both the community and the services that the company provides to researchers and analysts.
COVID-19, lockdowns and well-being: Evidence from Google Trends
635 Citations 2020Abel Brodeur, Andrew E. Clark, Sarah Flèche + 1 more
Journal of Public Economics
Google Trends data is used to test whether COVID-19 and the associated lockdowns implemented in Europe and America led to changes in well-being related topic search-terms, and finds a substantial increase in the search intensity for boredom and a significant increase in searches for loneliness, worry and sadness.
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
111 Citations 2023Yu Zhang, Wei Han, James Qin + 24 more
arXiv (Cornell University)
The Universal Speech Model is introduced, a single large model that performs automatic speech recognition (ASR) across 100+ languages by pre-training the encoder of the model on a large unlabeled multilingual dataset, and fine-tuning on a smaller labeled dataset.
A Suite of Tools for Continuous Land Change Monitoring in Google Earth Engine
133 Citations 2020Paulo Arévalo, Eric L. Bullock, Curtis E. Woodcock + 1 more
Frontiers in Climate
A suite of free tools that facilitate interaction with CCDC outputs are presented, including time series viewers of CCDC-generated time segments, a spatial data viewer to explore CCDC model coefficients and derivatives, and tools to create land cover and land cover change maps from CCDC Outputs in a simplified way.
The Effectiveness of English Learning Media through Google Classroom in Higher Education
112 Citations 2020Abd. Syakur, Sugirin Sugirin, Widiarni
Britain International of Linguistics Arts and Education (BIoLAE) Journal
The conclusion of this research is that this application can run effectively, in order to help facilitate lecturers and students in English education study programs in carrying out the learning process more deeply.
Too Much to Know Managing Scholarly Information before the Modern Age
101 Citations 2023Blair, Ann M., Tarasova, Elena
journal unavailable
ENG: The internet and digital technologies have generated a flood of texts and widespread worries about information overload. But this phenomenon is not unique to our age. Already centuries ago scholars complained about an overabundance of books, especially in the wake of the invention of printing in mid-15th century Europe. Blair studies the remedies that the learned devised to cope with that explosion of texts, notably by making summaries and excerpts which could be sorted and accessed in reference books. First she traces methods of information management back to antiquity and the middle age...
Researching COVID-19: A research agenda for public policy and administration scholars
147 Citations 2020Claire A. Dunlop, Edoardo Ongaro, Keith Baker
Public Policy and Administration
Coronavirus (COVID-19) is one of the defining policy challenges of an era. In this article, we sketch some possible ways in which the public policy and administration community can make an enduring contribution about how to cope with this terrible crisis. We do so by offering some elements that delineate a tentative research agenda for public policy and administration scholars, to be pursued with epistemic humility. We outline the contours of seven analytical themes that are central to the challenges presented by COVID-19: policy design and instruments, policy learning, public service and its ...
Recommendations for the Conduct, Reporting, Editing, and Publication of Scholarly Work in Medical Journals
219 Citations 2021authors unavailable
International Committee of Medical Journal Editors; Media Sphera Publishers; Association of Science Editors and Publishers eBooks
The ICMJE recommendations, the Recommendations for the Conduct, Reporting, Editing and Publication of Scholarly Work in Medical Journal, are published for the first time online at www.ICMJE.org.
The ethics of disclosing the use of artificial intelligence tools in writing scholarly manuscripts
158 Citations 2023Mohammad Hosseini, David B. Resnik, Kristi Holmes
Research Ethics
Ethical issues related to using and disclosing artificial intelligence (AI) tools, such as ChatGPT and other systems based on large language models (LLMs), to write or edit scholarly manuscripts are discussed.
Sustainability reporting scholarly research: a bibliometric review and a future research agenda
109 Citations 2023Kameleddine Benameur, Mohamed M. Mostafa, Ahmed Hassanein + 2 more
Management Review Quarterly
Abstract Despite the substantial increase in sustainability reporting scholarly research, the comprehensive evaluation of scientific production in this area is scarce. This study combines the bibliometric and content analyses of sustainability reporting research to fill this gap. We map the development, conceptual structure, and thematic evolution of sustainability reporting scholarly research based on 1, 053 Scopus peer-reviewed articles written by 2, 071 scholars comprising 69 countries and published from 2000 to 2022. The findings suggest that sustainability reporting has witnessed exponent...
An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine
154 Citations 2020Yudie Wang, Zhiwei Li, Chao Zeng + 2 more
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
This article proposed a new method by combining Google Earth Engine (GEE) with a multiscale convolutional neural network (MSCNN) to extract urban water from Landsat images, which can be summarized as “offline training and online prediction” (OTOP).
Association of the COVID-19 pandemic with Internet Search Volumes: A Google TrendsTM Analysis
294 Citations 2020Maria Effenberger, Andreas Kronbichler, Jae Il Shin + 3 more
International Journal of Infectious Diseases
Public interest indicated by RSV indices can help to monitor the progression of an outbreak such as the current COVID-19 pandemic and was very consistent across European countries but also holds true for the US.
Global Infodemiology of COVID-19: Analysis of Google Web Searches and Instagram Hashtags
184 Citations 2020Alessandro Rovetta, Akshaya Srikanth Bhagavathula
Journal of Medical Internet Research
Background Although “infodemiological” methods have been used in research on coronavirus disease (COVID-19), an examination of the extent of infodemic moniker (misinformation) use on the internet remains limited. Objective The aim of this paper is to investigate internet search behaviors related to COVID-19 and examine the circulation of infodemic monikers through two platforms—Google and Instagram—during the current global pandemic. Methods We have defined infodemic moniker as a term, query, hashtag, or phrase that generates or feeds fake news, misinterpretations, or discriminatory phenomena....
COVID-19 predictability in the United States using Google Trends time series
137 Citations 2020Amaryllis Mavragani, Κωνσταντίνος Γκίλλας
Scientific Reports
It is evident that online real-time data are valuable in the monitoring and forecasting of epidemics and outbreaks, and such infodemiology approaches can assist public health policy makers in addressing the most crucial issues: flattening the curve, allocating health resources, and increasing the effectiveness and preparedness of their respective health care systems.
Vaccine hesitancy and anti-vaccination in the time of COVID-19: A Google Trends analysis
191 Citations 2021Samuel J. Pullan, Mrinalini Dey
Vaccine
Analysis using Google Trends has shown that throughout the COVID-19 pandemic the search interest in a coronavirus vaccine has increased and remained high throughout, and anti-vaccine searches have had a continued and growing presence during the pandemic.