Thư viện Nguồn Tin KH&CN Tài nguyên là trí thức
Xu hướng sử dụng Big Data hỗ trợ quyết định kinh doanh đang trở nên phổ biến và giúp các doanh nghiệp đưa ra quyết định nhanh chóng, chính xác và tối ưu nhất. Rất nhiều nghề nghiệp hiện nay sẽ được thay thế bằng máy móc và chương trình, với bộ não là phân tích dữ liệu. Các ngành nghề khác cũng sẽ biến đối sâu sắc bởi dữ liệu.
Để hiểu rõ hơn Cục Thông tin KH&CN quốc gia xin giới thiệu một số bài nghiên cứu đã được xuất bản chính thức và các bài viết được chấp nhận đăng trên những cơ sở dữ liệu học thuật chính thống.
Sciencedirect
1. Fine Clustering Analysis of Internet Financial Credit Investigation Based on Big Data
Big Data Research 10 December 2021 Volume 27 (Cover date: 28 February 2022) Article 100297
Jingqi Sun Yu Li Dongmei Xia
https://www.sciencedirect.com/science/article/pii/S2214579621001143/pdfft?md5=c3b6ddce8923fa0e047c4a6f72430bdd&pid=1-s2.0-S2214579621001143-main.pdf
2. Information matching model and multi-angle tracking algorithm for loan loss-linking customers based on the family mobile social-contact big data network
Information Processing & Management 16 September 2021 Volume 59, Issue 1 (Cover date: January 2022) Article 102742
Sulin Pang Jiaqi Wang Lianhu Xia
https://www.sciencedirect.com/science/article/pii/S0306457321002247/pdfft?md5=986b9509eb4c6b2861c6cadb4f2f9a27&pid=1-s2.0-S0306457321002247-main.pdf
3. Establishment of big data evaluation model for green and sustainable development of enterprises
Journal of King Saud University – Science 22 April 2022 Volume 34, Issue 5 (Cover date: July 2022) Article 102041
Dong Meiyou Yao Ye
https://www.sciencedirect.com/science/article/pii/S1018364722002221/pdfft?md5=a9a153d79fe1a17c4495f6ee77178e09&pid=1-s2.0-S1018364722002221-main.pdf
4. Evaluation on financial support efficiency of new generation high-tech industry in China
Procedia Computer Science 3 February 2022 Volume 199 (Cover date: 2022) Pages 254-261
Zhi yuan Lü Mu Zhang
https://www.sciencedirect.com/science/article/pii/S187705092200031X/pdfft?md5=167dccafb609efe049bfe80db0b3756b&pid=1-s2.0-S187705092200031X-main.pdf
5. Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership
Computers & Industrial Engineering 4 March 2022 Volume 168 (Cover date: June 2022) Article 108058
Sheshadri Chatterjee Ranjan Chaudhuri Pratik Maheshwari
https://www.sciencedirect.com/science/article/pii/S0360835222001280/pdfft?md5=edd16f0504e8fe134777f1fcd6f7bd31&pid=1-s2.0-S0360835222001280-main.pdf
6. Emerging Concepts Using Blockchain and Big Data
Procedia Computer Science 26 January 2022 Volume 198 (Cover date: 2022) Pages 15-22
Fadi Muheidat Dhaval Patel Mais Tawalbeh
https://www.sciencedirect.com/science/article/pii/S1877050921024455/pdfft?md5=bd88e8f6c5f95d09905411b40f626976&pid=1-s2.0-S1877050921024455-main.pdf
7. Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data
Procedia Computer Science 26 January 2022 Volume 198 (Cover date: 2022) Pages 112-121
Alfredo Cuzzocrea Carson K. Leung Edoardo Fadda
https://www.sciencedirect.com/science/article/pii/S187705092102456X/pdfft?md5=61c6742843fec5938cc0cd04fb9c0e39&pid=1-s2.0-S187705092102456X-main.pdf
8. The role of Big Data in the business challenge of Covid-19: a systematic literature review in managerial studies
Procedia Computer Science 8 March 2022 Volume 200 (Cover date: 2022) Pages 1746-1755
Michela Piccarozzi Barbara Aquilani
https://www.sciencedirect.com/science/article/pii/S1877050922003842/pdfft?md5=f8dbcbe98233590e3f86aee0b5a33227&pid=1-s2.0-S1877050922003842-main.pdf
9. Data-driven financial and operational risk management: Empirical evidence from the global tramp shipping industry
Transportation Research Part E: Logistics and Transportation Review 21 January 2022 Volume 158 (Cover date: February 2022) Article 102617
Xiwen Bai Liangqi Cheng Çağatay Iris
https://www.sciencedirect.com/science/article/pii/S1366554522000151/pdfft?md5=9dca80c577ca8d9b554bb9282a19bedb&pid=1-s2.0-S1366554522000151-main.pdf
10. Mining trading patterns of pyramid schemes from financial time series data
Future Generation Computer Systems 11 March 2022 Volume 134 (Cover date: September 2022) Pages 388-398
Fang Lv Wei Wang Mykola Pechenizkiy
https://www.sciencedirect.com/science/article/pii/S0167739X22000607/pdfft?md5=eec653c93d5c261d13385812ba5c6755&pid=1-s2.0-S0167739X22000607-main.pdf
11. Data strategies for global value chains: Hybridization of small and big data in the aftermath of COVID-19
Journal of Business Research 19 February 2022 Volume 144 (Cover date: May 2022) Pages 776-787
Srinath Rengarajan Gopalakrishnan Narayanamurthy Vijay Pereira
https://www.sciencedirect.com/science/article/pii/S014829632200162X/pdfft?md5=564a4130a76519f10b1fa8494c2ac915&pid=1-s2.0-S014829632200162X-main.pdf
12. Factors affecting the Adoption of Big Data as a Service in SMEs
Procedia Computer Science 10 January 2022 Volume 196 (Cover date: 2022) Pages 332-339
Tayla Wessels Osden Jokonya
https://www.sciencedirect.com/science/article/pii/S1877050921022444/pdfft?md5=0b3378d257bbca92a03d64dab6fb0a33&pid=1-s2.0-S1877050921022444-main.pdf
13. Big data analytics capability and market performance: The roles of disruptive business models and competitive intensity
Journal of Business Research 2 November 2021 Volume 139 (Cover date: February 2022) Pages 1218-1230
Oluwaseun E. Olabode Nathaniel Boso Constantinos N. Leonidou
https://www.sciencedirect.com/science/article/pii/S0148296321007700/pdfft?md5=74a626c030c9753ba0e2542d4fc4dcca&pid=1-s2.0-S0148296321007700-main.pdf
14. Applying the CRISP-DM data mining process in the financial services industry: Elicitation of adaptation requirements
Data & Knowledge Engineering 1 April 2022 Volume 139 (Cover date: May 2022) Article 102013
Veronika Plotnikova Marlon Dumas Fredrik P. Milani
https://www.sciencedirect.com/science/article/pii/S0169023X22000258/pdfft?md5=78fa5c453582f4b5d2b5a1042d7ad128&pid=1-s2.0-S0169023X22000258-main.pdf
15. Adopting big data to create an “outside-in” global perspective of guanxi
Journal of Business Research 18 October 2021 Volume 139 (Cover date: February 2022) Pages 614-628
Liane W. Y. Lee Piyush Sharma Bradley R. Barnes
https://www.sciencedirect.com/science/article/pii/S0148296321007268/pdfft?md5=232f84f37518351b80cd47c9b61ac900&pid=1-s2.0-S0148296321007268-main.pdf
16. Customer agility and big data analytics in new product context
Technological Forecasting and Social Change 20 April 2022 Volume 180 (Cover date: July 2022) Article 121690
Hsiao-Ting Tseng Niloofar Aghaali Dr Nick Hajli
https://www.sciencedirect.com/science/article/pii/S0040162522002177/pdfft?md5=534aaad6ef8bb37fcbe2b7aab3a7254d&pid=1-s2.0-S0040162522002177-main.pdf
17. Role of big data capabilities in enhancing competitive advantage and performance in the hospitality sector: Knowledge-based dynamic capabilities view
Journal of Hospitality and Tourism Management 21 February 2022 Volume 51 (Cover date: June 2022) Pages 22-38
Jeou-Shyan Horng Chih-Hsing Liu Da-Chian Hu
https://www.sciencedirect.com/science/article/pii/S1447677022000389/pdfft?md5=e03a2839f6f5d7d1138c1054c4f05f5a&pid=1-s2.0-S1447677022000389-main.pdf
18. Big data-driven fuzzy large-scale group decision making (LSGDM) in circular economy environment
Technological Forecasting and Social Change 8 December 2021 Volume 175 (Cover date: February 2022) Article 121285
Li Xuan
https://www.sciencedirect.com/science/article/pii/S0040162521007198/pdfft?md5=ae87a3818ffce446a0f4e1e4969d8f55&pid=1-s2.0-S0040162521007198-main.pdf
19. Half a loaf is better than none: The new data protection regime for China’s platform economy
Computer Law & Security Review 20 March 2022 Volume 45 (Cover date: July 2022) Article 105668
Chuanman You
https://www.sciencedirect.com/science/article/pii/S0267364922000164/pdfft?md5=fd6c99f988f1e16bfd7ee786f9a7fc60&pid=1-s2.0-S0267364922000164-main.pdf
20. The perils of working with big data, and a SMALL checklist you can use to recognize them
Business Horizons 10 June 2021 Volume 65, Issue 4 (Cover date: July–August 2022) Pages 481-492
Scott A. Brave R. Andrew Butters Michael Fogarty
https://www.sciencedirect.com/science/article/pii/S0007681321001178/pdfft?md5=0fe3848cd52b716cdb110c812c717f95&pid=1-s2.0-S0007681321001178-main.pdf
21. Market efficiency in the age of big data
Journal of Financial Economics 27 November 2021 Volume 145, Issue 1 (Cover date: July 2022) Pages 154-177
Ian W. R. Martin Stefan Nagel
https://www.sciencedirect.com/science/article/pii/S0304405X21004566/pdfft?md5=40e516d059b24a5b5f0e012befdad232&pid=1-s2.0-S0304405X21004566-main.pdf
22. A review of industrial big data for decision making in intelligent manufacturing
Engineering Science and Technology, an International Journal 26 June 2021 Volume 29 (Cover date: May 2022) Article 101021
Chunquan Li Yaqiong Chen Yuling Shang
https://www.sciencedirect.com/science/article/pii/S2215098621001336/pdfft?md5=506ceb71b2bada53aab698eb268afd0a&pid=1-s2.0-S2215098621001336-main.pdf
23. Unlocking the power of big data analytics in new product development: An intelligent product design framework in the furniture industry
Journal of Manufacturing Systems 22 February 2021 Volume 62 (Cover date: January 2022) Pages 777-791
Y. P. Tsang C. H. Wu C. K. M. Lee
https://www.sciencedirect.com/science/article/pii/S0278612521000315/pdfft?md5=1be5cc1d2fb3b27f0f3b537e026efaec&pid=1-s2.0-S0278612521000315-main.pdf
24. Big data in action: An overview of big data studies in tourism and hospitality literature
Journal of Hospitality and Tourism Management 18 April 2022 Volume 51 (Cover date: June 2022) Pages 346-360
Jiaying Lyu Asif Khan Xiaoguang Qi
https://www.sciencedirect.com/science/article/pii/S1447677022000626/pdfft?md5=216d80f0f4f2d8b85cec51ef202a1e9e&pid=1-s2.0-S1447677022000626-main.pdf
25. Spread of E-commerce, prices and inflation dynamics: Evidence from online price big data in Korea
Journal of Asian Economics 19 March 2022 Volume 80 (Cover date: June 2022) Article 101475
Sung Taek Yim Jong Chil Son Jiwon Lee
https://www.sciencedirect.com/science/article/pii/S1049007822000343/pdfft?md5=e947ec8351d9cd795e52f741e1fa5bfe&pid=1-s2.0-S1049007822000343-main.pdf
26. Big data-assisted social media analytics for business model for business decision making system competitive analysis
Information Processing & Management 27 September 2021 Volume 59, Issue 1 (Cover date: January 2022) Article 102762
Honglei Zhang Zhenbo Zang M. Asim Amin
https://www.sciencedirect.com/science/article/pii/S0306457321002430/pdfft?md5=c92ba03b0dfd232312bdf1ccff26970d&pid=1-s2.0-S0306457321002430-main.pdf
27. Evaluating the impact of big data analytics usage on the decision-making quality of organizations
Technological Forecasting and Social Change 17 November 2021 Volume 175 (Cover date: February 2022) Article 121355
Lei Li Jiabao Lin Xin (Robert) Luo
https://www.sciencedirect.com/science/article/pii/S0040162521007861/pdfft?md5=2aefd714a83d72efb73cdfb7929d5160&pid=1-s2.0-S0040162521007861-main.pdf
28. Diagnostic analysis for outlier detection in big data analytics
Procedia Computer Science 13 January 2022 Volume 197 (Cover date: 2022) Pages 685-692
Fakhitah Ridzuan Wan Mohd Nazmee Wan Zainon
https://www.sciencedirect.com/science/article/pii/S1877050921024133/pdfft?md5=3ca9b2293e9c96496bde51954f5dee46&pid=1-s2.0-S1877050921024133-main.pdf
Springer
29. Integrating big data and marketing concepts into tourism, hospitality operations and strategy development
Chih-Hsing Liu, Jeou-Shyan Horng, Sheng-Fang Chou, Tai-Yi Yu, Yung-Chuan Huang & Jun-You Lin
Quality & Quantity (2022)
https://link.springer.com/content/pdf/10.1007/s11135-022-01426-5.pdf
30. Intelligent analysis of precision marketing of green agricultural products based on big data and GIS
Tian Tian, Yichi Zhang & Yiming Mei
Earth Science Informatics (2022)
https://link.springer.com/content/pdf/10.1007/s12145-022-00789-5.pdf
31. Technological Surveillance in Big Data Environments by using a MapReduce-based Method
Daniel San Martin Pascal Filho, Douglas Dyllon Jeronimo de Macedo & Moisés Lima Dutra
Mobile Networks and Applications (2022)
https://link.springer.com/content/pdf/10.1007/s11036-022-01962-2.pdf
32. Challenges of Credit Reference Based on Big Data Technology in China
Cheng-yong Liu & Chih-Chun Hou
Mobile Networks and Applications volume 27, pages 47–57 (2022)
https://link.springer.com/content/pdf/10.1007/s11036-020-01708-y.pdf
33. The Source of SMEs’ Competitive Performance in COVID-19: Matching Big Data Analytics Capability to Business Models
Jianmin Song, Senmao Xia, Demetris Vrontis, Arun Sukumar, Bing Liao, Qi Li, Kun Tian & Nengzhi Yao
Information Systems Frontiers (2022)
https://link.springer.com/content/pdf/10.1007/s10796-022-10287-0.pdf
34. Past, present, and future of sustainable finance: insights from big data analytics through machine learning of scholarly research
Satish Kumar, Dipasha Sharma, Sandeep Rao, Weng Marc Lim & Sachin Kumar Mangla
Annals of Operations Research (2022)
https://link.springer.com/content/pdf/10.1007/s10479-021-04410-8.pdf
35. Application of loan lost-linking customer path correlated index model and network sorting search algorithm based on big data environment
Sulin Pang, Jiaqi Wang & Xiaoshuang Yi
Neural Computing and Applications (2022)
https://link.springer.com/content/pdf/10.1007/s00521-022-07189-2.pdf
36. Interpolation of non-random missing values in financial statements’ big data using CatBoost
Shouji Fujimoto, Takayuki Mizuno & Atushi Ishikawa
Journal of Computational Social Science (2022)
https://link.springer.com/content/pdf/10.1007/s42001-022-00165-9.pdf
37. Financial Vulnerability, Financial Literacy, and the Use of Digital Payment Technologies
M. M. Naeser Seldal & Ellen K. Nyhus
Journal of Consumer Policy volume 45, pages 281–306 (2022)
https://link.springer.com/content/pdf/10.1007/s10603-022-09512-9.pdf
38. The Use of Machine Learning Combined with Data Mining Technology in Financial Risk Prevention
Bo Gao
Computational Economics volume 59, pages 1385–1405 (2022)
https://link.springer.com/content/pdf/10.1007/s10614-021-10101-0.pdf
39. Intelligent FinTech Data Mining by Advanced Deep Learning Approaches
Shian-Chang Huang, Cheng-Feng Wu, Chei-Chang Chiou & Meng-Chen Lin
Computational Economics volume 59, pages 1407–1422 (2022)
https://link.springer.com/content/pdf/10.1007/s10614-021-10118-5.pdf
40. Cyber risk and cybersecurity: a systematic review of data availability
Frank Cremer, Barry Sheehan, Michael Fortmann, Arash N. Kia, Martin Mullins, Finbarr Murphy & Stefan Materne
The Geneva Papers on Risk and Insurance – Issues and Practice volume 47, pages 698–736 (2022)
https://link.springer.com/content/pdf/10.1057/s41288-022-00266-6.pdf
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