Data Science: A Comprehensive Overview

Cao, Longbing·2018·ACM Computing Surveys

Cited by (408)

Items 301–400 of 408

  1. Bibliography
    2020 · Elsevier eBooks
  2. Scaling Up of Software Development With Algorithm-Based Agile Methodologies
    Somesh Kumar Sahu, Kiran Hemanthraj Muloor, Shreeya Bajpai · 2022 · Advances in healthcare information systems and administration book series
  3. Creating an Undergraduate Data Science Program in a Disciplinary and Institutional Context in an iSchool
    Yin Zhang, Marcia Lei Zeng · 2022 · Proceedings of the Association for Information Science and Technology
  4. Nutzung von Process Mining in RPA-Projekten
    Jonathan Brock, Sebastian von Enzberg, Arno Kühn · 2022 · Springer eBooks
  5. Nutzen wir Heute die Zukunft: Technologische Lösungsansätze
    Benjamin M. Abdel-Karim, Franz Xaver Kollmer · 2022 · Springer eBooks
  6. Visualising Complex Data Within a Data Science Loop: A Spatio-Temporal Example from Football
    Leo N. Geppert, Katja Ickstadt, Fabian Karl · 2022 · Springer eBooks
  7. Comparison of Job Titles for Specific Terms: Investigating “Data Science”
    Abdulkareem Alsudais, Abdullah Aldumaykhi, Saad Otai · 2022 · Lecture notes in computer science
  8. TensorAnalyzer: Identificação de Padrões Urbanos em Grandes Cidades usando Fatoração de Tensores Não-Negativos
    Jaqueline Alvarenga Silveira · 2022
  9. Ordinalysis: Interpretability of multidimensional ordinal data
    Mouad Zine El Abidine, Helin Dutağacı, David Rousseau · 2023 · SoftwareX
  10. Rbox: A web API for software integration with the R programming language
    Antonios Konomos, Spiros Chountasis · 2023 · Computer Applications in Engineering Education
  11. Big data analytics and healthcare performance: A unified model
    Khairallah Mohd Ali Al-Talafhah, Faizah Aplop, Mohammad Kamel Daradkeh, M. Bayu Wibawa, Marniati · 2023 · AIP conference proceedings
  12. Data Science
    Eric Shook · 2023 · Wiley eBooks
  13. Peer Review #3 of "What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities (v0.1)"
    2023
  14. Peer Review #2 of "What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities (v0.1)"
    2023
  15. Peer Review #2 of "What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities (v0.2)"
    2023
  16. Peer Review #1 of "What issues are data scientists talking about? Identification of current data science issues using semantic content analysis of Q&A communities (v0.1)"
    2023
  17. Geschichte von Data Science
    Göran Kauermann · 2023 · Springer eBooks
  18. MENILAI INTEGRASI MUATAN DATA ANALYTICS DALAM KURIKULUM PROGRAM STUDI KOMPUTERISASI AKUNTANSI POLINES
    Ulfah Hidayati, Muhammad Noor Ardiansah, Alvianita G. Putri · 2023 · Jurnal Aktual Akuntansi Keuangan Bisnis Terapan (AKUNBISNIS)
  19. Einleitung und Überblick
    Jakob Jünger, Chantal Gärtner · 2023 · Springer eBooks
  20. Digital transformation and big data
    Кузора Станислав Сергеевич, I. Natarov, Denis B. Solovev · 2023 · AIP conference proceedings
  21. Algorithms and Data—The Pillars of Our Future
    Domenico Talia · 2023 · ACM eBooks
  22. Energy Consumption Analysis from Main Parameters: A Dataset in the Brazilian Scenario
    Patrick de Sousa Pessoa, Victor Cesar Costa, Rodrigo Galuzzi Garcia Piva · 2023 · Springer proceedings in earth and environmental sciences
  23. THE COMPETENCY FOCUS APPLIED TO FORMATION IN SCIENTIFIC RESEARCH
    Quintero Cordero Yolvy Javier, Norma Molina Prendes, Bustillos Peña Mayra Alejandra, Betty Pastora Alejo · 2023 · Revista Panamericana de Pedagogía
  24. Introducing Data Science Concepts into STEM-Driven Computer Science Education
    Vytautas Štuikys, Renata Burbaitė · 2024 · Springer eBooks
  25. Developing Intelligent AI-Driven Systems for Automated Data Science
    Mr. Komal, Gajendra Shrimal, Akhilendra Pratap Singh · 2023 · International Conference on Emerging Research in Computational Science (ICERCS)
  26. A study on rethinking EDA in digital transformation era
    Seoung-gon Ko · 2024 · Korean Journal of Applied Statistics
  27. Crude Palm Oil Price Forecasting Based on ECoS-MARS: in Data Science Models
    Al-Khowarizmi Al-Khowarizmi, Fitria Wulandari Ramlan, Syahril Efendi · 2023 · International Conference on Cyber and IT Service Management (CITSM)
  28. Review Objectives, Questions and Methods
    Longbing Cao · 2023 · Data analytics
  29. Unleashing the Power of Cloud Computing for Data Science
    Nageswararao Kanchepu · 2024 · Advances in systems analysis, software engineering, and high performance computing book series
  30. From Data Science to Materials Data Science
    Stefan Sandfeld · 2023 · The Materials Research Society series
  31. The Impact of Data-Driven Decision Making on the Annual Net Sales Revenue and Stock Price of Amazon: A Study from 2004 to 2022
    Fakinlede Oluwafisayo · 2024 · Qeios
  32. Research on Employment Status and Talent Segmentation in Data Science
    Xiaoling Xiao, Huixia He, Sen Wu · 2024 · Lecture notes in operations research
  33. An Introduction to Data Science or Data Science: An Introductory Approach
    Katherine Howard, Aparna Paul · 2024 · Elsevier eBooks
  34. Data-Science Perceptions: A Textual Analysis of Reddit Posts from Non-Computing Engineers
    Nicolas Léger, M. B. Kali, S. Lunn · 2024 · 2024 ASEE Annual Conference & Exposition Proceedings
  35. Research on deep neural network-based anomaly detection technology in high-dimensional data environment
    Yan Wang · 2024 · Applied Mathematics and Nonlinear Sciences
  36. Datenanalyse und Data Science
    Thomas Barton · 2024 · Angewandte Wirtschaftsinformatik und angewandte Informatik lernen
  37. Are They Doing Artificial Intelligence? (Re)Constructing the Primary Activity in Data Science
    Remigiusz Żulicki · 2024 · Przegląd Socjologii Jakościowej
  38. MTable: Visual query interface for browsing and navigation in NoSQL data stores
    Kanika Soni, Shelly Sachdeva · 2024 · Journal of Computer Languages
  39. Data Science in Industrial Engineering: Past, Present, and Future
    Seokho Kang, Pilsung Kang, Sungzoon Cho · 2024 · Journal of Korean Institute of Industrial Engineers
  40. Predictive capability of machine learning algorithms for reconstructing high-level cloud parameters based on lidar observations
    D. Romanov, I. Akimov, M. Penzin · 2025 · Russian Physics Journal
  41. The Evolution from Mental Labor Today to Physical Labor Tomorrow
    Xinwei Cao · 2025 · Springer eBooks
  42. The Boundaries of AI Capabilities
    Xinwei Cao · 2025 · Springer eBooks
  43. Toward Improved Knowledge Retention: A Template for Describing Data Science Projects
    Christian Haertel, Daniel Gunnar Staegemann, Matthias Pohl · 2024 · IEEE International Conference on Big Data (BigData)
  44. Institutional Framework for Hyper-Cooperation: Dynamics in the Digital Economy
    Wolfgang H. Schulz, Vincent Geilenberg, Henrik Kleis · 2025 · International Journal of Sustainable Development and Planning
  45. RSTMAQI: framework for prescriptive analysis and precision factor in forecasting on air quality index
    Mayank Deep Khare, Shelly Sachdeva · 2025 · Multimedia Tools and Applications
  46. The Scope and Value of Healthcare Data Science Applications
    Jose Huerta · 2021
  47. Alternate view for investigating data science knowledge gaps: A U.S. perspective
    Delvin A. Grant, Benjamin Yeo, Binu Jacob · 2025 · Information Development
  48. "I'm not sure, but...": Expert Practices that Enable Effective Code Comprehension in Data Science
    Christopher Lum, Guoxuan Xu, Sam Lau · 2025 · ACM Technical Symposium on Computer Science Education (SIGCSE)
  49. A Review Paper on Formation of Data Science and Fundamentals
    Dr Akhilesh Saini, Meenakshi Sharma, Mrs. Kritika Tripathi · 2025 · International Journal of Advanced Research in Science Communication and Technology
  50. Converging Paths in Divergent Systems: A Comparative Analysis of Data Science Education Strategies in China and the United States
    Duo Li, Elizabeth Milonas, Qiping Zhang · 2024 · 2022 IEEE Frontiers in Education Conference (FIE)
  51. Comparison of Methodological Approaches: CRISP-DM vs OSEMN Methodology Using Linear Regression and Statistical Analysis
    Ketjona Shameti, Betim Çiço · 2025 · Communications in computer and information science
  52. A Conceptual Framework for Multidisciplinary Data Science Education Based on IoT Projects
    Daniel Moritz Marutschke, Atanas Kirjakovski, Fitra Abdurrachman Bachtiar · 2024 · International Workshop on Artificial Intelligence and Education (WAIE)
  53. KNOWLEDGE AND ADOPTION OF BIG DATA ANALYTICS BY BRAND COMMUNICATION CAMPAIGN MANAGERS IN LAGOS STATE, NIGERIA
    KOLADE AJILORE SHARON NKANIM UGBO, Oguchi Onyeizu Ajaegbu · 2025 · International Journal of Law Politics and Humanities Research
  54. The Impact of Data-Driven Decision Making on the Annual Net Sales Revenue and Stock Price of Amazon: A Study from 2004 to 2022
    Fakinlede Oluwafisayo · 2024 · Qeios
  55. Rectifying Genocidal Data Stewardship: A Commentary on Ethical and Legal Obligations for Sharing Data With Tribal Entities
    Oliver J. Bear Don’t Walk, Lauren W. Yowelunh McLester-Davis, Susan Brown Trinidad · 2025 · Journal of Medical Internet Research
  56. Advanced Analytics Capability Map for Smart Factories: Supporting the Planning, Design, Management and Operations of Advanced Analytics Use Cases
    Julian Weller, Jonas Lick, Jonathan Brock · 2025 · Procedia CIRP
  57. UTILIZAÇÃO DA CIÊNCIA DE DADOS NA COMPREENSÃO DA EVASÃO ESCOLAR: UM ESTUDO DE CASO EM UM CAMPUS DO INSTITUTO FEDERAL DE SÃO PAULO
    Giovanna Santos Fantacini, Francisco Sergio dos Santos · 2025 · Revista Contemporânea
  58. Enhancing COPD Diagnosis Accuracy: A Study on Regression Analysis and the Generalized Linear Model Technique
    Linah Saraireh, Hanaa Albanna, Mhd Saeed Sharif · 2025 · Applied Sciences
  59. Personalisierung für KMU: Eine datengestützte App zur Persona-Entwicklung
    Eva Schirgi, Stefanie Hatzl, Katharina Moitzi · 2025 · Springer eBooks
  60. The KDD Process in Big Data Analytics: A Theoretical Approach to Taxpayer Non-Compliance Analysis
    Arnela Kaknjo, Lejla Turulja · 2025 · Journal of Forensic Accounting Profession
  61. Utilization of Artificial Intelligence and Machine Learning Technologies in Regeneration Processes Control and Optimization: A Literature Review
    Łukasz Wójcik, Arkadiusz Gola, Jakub Pizoń · 2025 · Lecture notes in mechanical engineering
  62. Bug Analysis in Jupyter Notebook Projects: An Empirical Study
    Taijara Loiola de Santana, Paulo Anselmo da Mota Silveira Neto, Eduardo Santana de Almeida · 2025
  63. At-risk student identification and interventions for data science programs at a South African university
    Neill Smit, Zonia Osler, Leandra van der Merwe · 2025 · Frontiers in Education
  64. Building Educational Partnerships to Design Data Science Programs
    Janaynne Carvalho do Amaral, John Stephen Downie · 2025 · Proceedings of the ALISE Annual Conference
  65. Engaging Students with Citizen Science Data: Gateway to New Scientific Frontiers
    Michal Dvir, Dina Tsybulsky · 2025 · Contributions from biology education research
  66. E-commerce Big Data Technical System
    Jie Cao, Jiawei Miao · 2025 · Springer eBooks
  67. Remote work impact on salary with experience level and company size as control variables: a strategic study examining data science jobs after the COVID-19 pandemic
    Teuku Roli Ilhamsyah Putra, Muhammad Iqbal Fajri, Syafruddin Syafruddin · 2025 · Cogent Business & Management
  68. Big Data in Tourism Destination Marketing Practices: The Case of Morocco
    Saad Ajdahim, Aziz Hmioui · 2025 · International Conference on Big Data Analytics (ICBDA)
  69. The Asset of Noticing: What New Science Teachers’ Noticing of Classroom Instruction Reveals About Their Knowledge of Science Practices
    Ella Yonai, Althea A. Roy, Xinyu He · 2025 · Journal of Science Teacher Education
  70. FUNDAMENTOS ESSENCIAIS PARA CIÊNCIA DE DADOS
    Marta Talitha Carvalho Freire Mendes · 2025 · Edifes eBooks
  71. Investigating University Students’ Attitudes and Understanding of Data Science Education: Developing Country Perspectives
    Sabiha Tasmim · 2025 · Journal of Information & Knowledge Management
  72. A General Theory of Medical Big Data and Crucial Issues
    Jian Guan · 2025 · Springer eBooks
  73. Data Ethics Governance
    Jian Guan · 2025 · Springer eBooks
  74. VDSAgents: A PCS‐Guided Multi‐Agent System for Veridical Data Science Automation
    Yunxuan Jiang, Silan Hu, Xiaoning Wang, Yuanyuan Zhang, Xiangyu Chang · 2026 · Stat
  75. 357Chapter 18 Data Science: A Systematic Review of the Concept Using Author-supplied Keywords
    Omwoyo Bosire Onyancha · 2024 · De Gruyter eBooks
  76. Data Science Approaches for Building Dengue Epidemiological Datasets
    Lucas Ferreira Quintão Moreira, Takashi Yoneyama · 2025 · International Conference on Soft Computing & Machine Intelligence (ISCMI)
  77. Systematically Identifying, Defining and Organizing Knowledge Components for Data Science Problem Solving through Human-LLM Collaboration
    FNU Priyanka Rani, Maryam Alomair, Shimei Pan · 2025 · Maryland Shared Open Access Repository (USMAI Consortium)
  78. Data Understanding for Data-Centric AI
    Joshua Holstein, Philipp Spitzer, Samuel Gensch · 2026 · Business & Information Systems Engineering
  79. Halk Sağlığı Usul ve Üslubu Beşinci Kitap - Tanzim
    Cem Turaman · 2026 · Akademisyen Kitabevi eBooks
  80. Data Engineering Techniques for Retail Customer Behavior Analysis
    Dileep Valiki · 2022 · International Journal of Scientific Research and Modern Technology.
  81. Developing Problem-Solving Competency in Data Science: Exploring A Case-Based Approach
    Lujie Chen, Maryam Alomair, Muhammad Ali Yousuf, Shimei Pan · 2026 · ACM Technical Symposium on Computer Science Education (SIGCSE)
  82. Distilling Linearly Evolving Dynamics Hidden in Non-autonomous Nonlinear Systems
    Haonan Meng, Xiaoling Jin, Yong Wang, Zhilong Huang · 2026 · Journal of Vibration Engineering & Technologies
  83. Towards a New Analytical Framework for Tourism Sustainability Using Data Science
    Maria Fernanda Bernal Salazar, Elisa Baraibar‐Diez, Jesús Collado Agudo · 2026 · IGI Global eBooks
  84. 373 Advanced Statistical Tools for Data Science
    A. Vaithiyanathan, A. Mohammed Shapique · 2026 · De Gruyter eBooks
  85. DASPROMM - Data Science Project Management and MLOpS
    Rogério Rossi · 2025
  86. Enhancing creativity and collaboration in data science: the impact of artificial intelligence-augmented brainstorming
    Antonina Filatova, Guilherme Victorino · 2026 · Creativity Studies
  87. Probabilistic semantic network approach for the study of genotype-phenotype relations in the context of human genetic diseases
    Carlos Bermejo Das Neves · 2020 · theses.fr (ABES)
  88. Reflective learning with AI assistance in information science classrooms for DEI
    Di Wu, Hsien-Tseng Wang, Juan J. DelaCruz · 2026 · Journal for Multicultural Education
  89. Contributions à la recherche de sous-groupes : définition, optimisation et exploitabilité
    Reynald Eugénie · 2022
  90. Data Science Talent Demand in China: A Large-Scale Job Posting Analysis and Implications for Curriculum Alignment
    Yang Shiwei, Ashardi Abas · 2026 · International Journal of Latest Technology in Engineering Management & Applied Science
  91. Data analytics algorithms in property graph databases: A survey
    Francesco Cambria, Francesco Invernici, Anna Bernasconi · 2026 · Computer Science Review
  92. A review of data science definitions and competencies in higher education
    Bahar Memarian, Tenzin Doleck · 2026 · Journal of Digital Educational Technology
  93. AI Tools and Platforms for Strategic Execution
    Hossein Hakimpour · 2026 · Springer eBooks
  94. How job design explains business analyst recruitment challenges
    R. Bawack, Oteng Ntsweng, Emilie Bonhoure · 2026 · Journal of business research
  95. Self-Regulated Learning in Data Science Education: Designing and Refining a Data Storytelling-Driven Approach through Students’ Perspectives
    Yiyun Fan, Wan Mei Amanda Soon, Kah Loon NG · 2026 · Journal of Statistics and Data Science Education
  96. When Is Personalization Plausible? Exploring the Quality of LLM-Generated Datasets for Data-Science Learning
    Farshid Farzan, Rosta Farzan · 2026 · ACM Conference on Learning @ Scale (L@S)
  97. Integrating Data Science into K–12 Education: A Spiral Curriculum Model
    Kairi Osula, Mart Laanpere · 2026 · Communications in computer and information science
  98. Data science tools for economics education: text mining and topic modeling applications
    Nina Rizun, Maryna Nehrey, Nataliia P. Volkova · 2024
  99. Towards Intelligent Visual Data Mining: An Exploratory Learning Approach
    Mahesh Kumar Paturu, Ashok Kumar T · 2026 · International Conference on Innovations in Cybersecurity and Data Science (ICICDS)
  100. L’approche située comme nouvel horizon de la littératie des données
    Sarah Labelle, Ugo Verdi · 2026 · Approches Théoriques en Information-Communication (ATIC)