Personalized Travel Route Recommendation Model of Intelligent Service Robot Using Deep Learning in Big Data Environment by Xiang Huang

“…Aiming at the problems that the traditional model is difficult to extract information features, difficult to learn deep knowledge, and cannot automatically and effectively obtain features, which leads to the problem of low recommendation accuracy, this paper proposes a personalized tourism route recommendation model of intelligent service robot using deep learning in a big data environment. Firstly, by crawling the relevant website data, obtain the basic information data and comment the text data of tourism service items, as well as the basic information data, and comment the text data of users and preprocess them, such as data cleaning. …”
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Dimension Reduction Big Data Using Recognition of Data Features Based on Copula Function and Principal Component Analysis by Fazel Badakhshan Farahabadi, Kianoush Fathi Vajargah, Rahman Farnoosh

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Construction of College Students’ Mental Health Assessment and Art Therapy System Aided by the Internet of Things and Big Data by Qing Li

“…In order to improve the effect of college students’ mental health assessment, this paper combines the Internet of Things and big data technology to build a college student’s mental health assessment system and analyzes and verifies the clustering effectiveness indicators by using FCM, GK, and GG clustering algorithms. …”
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Special Issue on the Application of Remote Sensing Spatio-temporal Big Data to Effective Environmental Monitoring and Sustainable Development by SUN Genyun, REN Jinchang, SUN Qian, JIA Mingming

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Nutrient composition databases in the age of big data: foodDB, a comprehensive, real-time database infrastructure by Peter Scarborough, Mike Rayner, Richard Andrew Harrington, Vyas Adhikari

“…This paper introduces foodDB, a big data approach to the analysis of this marketplace, and presents analyses illustrating its research potential.Design foodDB has been used to collect data weekly on all foods and drinks available on six major UK supermarket websites since November 2017. …”
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A PLS-SEM Based Approach: Analyzing Generation Z Purchase Intention Through Facebook’s Big Data by Vikas Kumar, Preeti, Shaiku Shahida Saheb, Sunil Kumari, Kanishka Pathak, Jai Kishan Chandel, Neeraj Varshney, Ankit Kumar

“…Big Data Mining and Analytics…”
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Evaluation Method of Music Teaching Effect Based on Fusion of Deep Neural Network under the Background of Big Data by Yifan Fan

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The Performance Study on the Long-Span Bridge Involving the Wireless Sensor Network Technology in a Big Data Environment by Liwen Zhang, Chao Zhang, Zhuo Sun, You Dong, Pu Wei

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Business Innovation and Platform Evolution of Carriers in LTE Era by Bohan Liang

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Super Partition: fast, flexible, and interpretable large-scale data reduction in R by Katelyn J. Queen, Malcolm Barrett, Joshua Millstein

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Geo-Insurance: Improving Big Data Challenges in the Context of Insurance Services Using a Geographical Information System (GIS) by Nana Yaw Asabere, Isaac Ofori Asare, Gare Lawson, Fatoumata Balde, Nana Yaw Duodu, Gifty Tsoekeku, Priscilla Owusu Afriyie, Abdul Razak Abdul Ganiu

“…Large information flows provide significant issues such as big data challenges in the insurance sector, which calls for robust, demand-driven, and adaptive innovation solutions. …”
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Rough Set Construction and Entropy Weight Evaluation of Urban Higher Education Resource Carrying Capacity Based on Big Data by Lulu Wang, Chao Liu, Muhammad Talha

“…Based on the rough set theory, this paper constructs a rough set of big data of urban higher education resource carrying capacity from the three levels of higher education core resources, urban economic resources and urban basic resources, and evaluates the entropy weight of the city where the university is located. …”
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A Novel Big Data Collection System for Ship Energy Efficiency Monitoring and Analysis Based on BeiDou System by Xiangming Zeng, Mingzhi Chen

“…In order to identify abnormal fuel consumption in time, this paper realizes a big data collection system for ship energy efficiency monitoring based on the BeiDou System. …”
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Analysis of Intelligent Transportation System Application Based on Internet of Things and Big Data Technology under the Background of Information Society by Di Wang, Weijing Xu, Xuesong Jia

“…In order to verify the feasibility of the intelligent transportation system, technologies such as big data edge computing are also used to comprehensively evaluate and study the use of the system. …”
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Assessing the effects of therapeutic combinations on SARS-CoV-2 infected patient outcomes: A big data approach. by Hamidreza Moradi, H Timothy Bunnell, Bradley S Price, Maryam Khodaverdi, Michael T Vest, James Z Porterfield, Alfred J Anzalone, Susan L Santangelo, Wesley Kimble, Jeremy Harper, William B Hillegass, Sally L Hodder, National COVID Cohort Collaborative (N3C) Consortium

“…However, they rarely are designed to assess treatment combinations across all relevant subgroups. A big data approach to analyzing real-world impacts of therapies may confirm or supplement RCT evidence to further assess effectiveness of therapeutic options for rapidly evolving diseases such as COVID-19.…”
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Retracted: Optimization of Ecological Mode of College Students’ Innovation and Entrepreneurship Education Based on a Big Data Analysis Model by Journal of Function Spaces

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An Empirical Study on the Employment Monitoring and Early Warning Mechanism of Medical Graduates in Universities with Big Data and Complex Computing System by Haixia Wu, Sang-Bing Tsai

“…Based on the management of big data, the analysis and forecast of the employment demand cycle business situation studied in this article is based on the employment cycle theory and a complete set of employment monitoring, employment evaluation, employment forecasting, and policy selection theories and strategies developed around the employment cycle fluctuations, a specific employment phenomenon. …”
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Sensitive information leakage awareness method for big data platform based on multi-attributes decision-making and taint tracking by Le-tian SHA, Fu XIAO, Wei CHEN, Jing SUN, Ru-chuan WANG

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Retracted: Construction and Research of Guqin Sound Synthesis and Plucking Big Data Simulation Model Based on Computer Synthesis Technology by Discrete Dynamics in Nature and Society

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Big Data Approach to Sentiment Analysis in Machine Learning-Based Microblogs: Perspectives of Religious Moderation Public Policy in Indonesia by Mhd. Furqan, Ahmad Fakhri Ab. Nasir

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