{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T11:45:19Z","timestamp":1770983119926,"version":"3.50.1"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031622762","type":"print"},{"value":"9783031622779","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-62277-9_10","type":"book-chapter","created":{"date-parts":[[2024,6,12]],"date-time":"2024-06-12T04:01:58Z","timestamp":1718164918000},"page":"148-168","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["The Role of Chatbots in Data Analytics: An Evaluation of Functional Abilities"],"prefix":"10.1007","author":[{"given":"Preeti","family":"Patel","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sowgol","family":"Shooshtarian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,6,13]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Adamopoulou, E., Moussiades, L.: Chatbots: history, technology, and applications. Mach. Learn. Appl. (2020). https:\/\/doi.org\/10.1016\/j.mlwa.2020.100006. Accessed 14 Dec 2023","DOI":"10.1016\/j.mlwa.2020.100006"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Alshater, M.: Exploring the role of artificial intelligence in enhancing academic performance: a case study of ChatGPT. In: SSRN (2022)","DOI":"10.2139\/ssrn.4312358"},{"key":"10_CR3","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/978-3-030-30275-7_4","volume-title":"Information and Software Technologies","author":"D C\u012brule","year":"2019","unstructured":"C\u012brule, D., B\u0113rzi\u0161a, S.: Use of chatbots in project management. In: Dama\u0161evi\u010dius, R., Vasiljevien\u0117, G. (eds.) Information and Software Technologies. CCIS, vol. 1078, pp. 33\u201343. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-30275-7_4"},{"key":"10_CR4","unstructured":"Coldewey, D.: AI2 drops biggest open dataset yet for training language models. TechCrunch (2023). https:\/\/techcrunch.com\/2023\/08\/18\/ai2-drops-biggest-open-dataset-yet-for-training-language-models\/. Accessed 14 Dec 2023"},{"key":"10_CR5","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2023.1169595","author":"T Dave","year":"2023","unstructured":"Dave, T., Athaluri, S.A., Singh, S.: ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations. Front. Artif. Intell. (2023). https:\/\/doi.org\/10.3389\/frai.2023.1169595","journal-title":"Front. Artif. Intell."},{"key":"10_CR6","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1016\/j.iotcps.2023.06.002","volume":"4","author":"SS Gill","year":"2024","unstructured":"Gill, S.S., et al.: Transformative effects of CHATGPT on modern education: emerging era of AI chatbots. Internet Things Cyber-Phys. Syst. 4, 19\u201323 (2024). https:\/\/doi.org\/10.1016\/j.iotcps.2023.06.002","journal-title":"Internet Things Cyber-Phys. Syst."},{"issue":"2","key":"10_CR7","doi-asserted-by":"publisher","first-page":"62","DOI":"10.3390\/bdcc7020062","volume":"7","author":"H Hassani","year":"2023","unstructured":"Hassani, H., Silva, E.S.: The role of ChatGPT in data science: how AI-assisted conversational interfaces are revolutionizing the field. Big Data Cogn. Comput. 7(2), 62\u201371 (2023). https:\/\/doi.org\/10.3390\/bdcc7020062","journal-title":"Big Data Cogn. Comput."},{"key":"10_CR8","unstructured":"Hamilton, K.: ChatGPT will now have access to real-time info from Bing search. Forbes (2023). https:\/\/www.forbes.com\/sites\/katherinehamilton\/2023\/05\/23\/chatgpt-will-now-have-access-to-real-time-info-from-bing-search-report-says\/. Accessed 14 Dec 2023"},{"key":"10_CR9","unstructured":"Jongerius, C.: Quantifying chatbot performance by using data analytics. Master\u2019s thesis (2023)"},{"key":"10_CR10","unstructured":"Kalla, D., Smith, N., Samaah, F., Kuraku, S.: Study and analysis of chat GPT and its impact on different fields of study. Int. J. Innov. Sci. Res. Technol. 8(3) (2023)"},{"key":"10_CR11","doi-asserted-by":"publisher","unstructured":"Khlaif, Z., et al.: The potential and concerns of using AI in scientific research: ChatGPT performance evaluation. JMIR Med. Educ. (2023). https:\/\/mededu.jmir.org\/2023\/1\/e47049. https:\/\/doi.org\/10.2196\/47049. Accessed 14 Dec 2023","DOI":"10.2196\/47049"},{"key":"10_CR12","unstructured":"Lardinois, F.: Microsoft is bringing Python to Excel. TechCrunch (2023). https:\/\/techcrunch.com\/2023\/08\/22\/microsoft-is-bringing-python-to-excel\/. Accessed 14 Dec 2023"},{"key":"10_CR13","doi-asserted-by":"crossref","unstructured":"Liu, Y., et al.: Summary of ChatGPT\/GPT-4 research and perspective towards the future of large language models (2023)","DOI":"10.1016\/j.metrad.2023.100017"},{"issue":"3","key":"10_CR14","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1080\/15228053.2023.2233814","volume":"25","author":"FF-H Nah","year":"2023","unstructured":"Nah, F.F.-H., Zheng, R., Cai, J., Siau, K., Chen, L.: Generative AI and ChatGPT: applications, challenges, and AI-human collaboration. J. Inf. Technol. Case Appl. Res. 25(3), 277\u2013304 (2023). https:\/\/doi.org\/10.1080\/15228053.2023.2233814","journal-title":"J. Inf. Technol. Case Appl. Res."},{"key":"10_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.caeai.2021.100033","author":"CW Okonkwo","year":"2021","unstructured":"Okonkwo, C.W., Ade-Ibijola, A.: Chatbots applications in education: a systematic review. Comput. Educ. Artif. Intell. (2021). https:\/\/doi.org\/10.1016\/j.caeai.2021.100033","journal-title":"Comput. Educ. Artif. Intell."},{"key":"10_CR16","unstructured":"Singh, K.: Synthetic data\u2014key benefits, types, generation methods, and challenges. Towards Data Science. https:\/\/towardsdatascience.com\/synthetic-data-key-benefits-types-generation-methods-and-challenges-11b0ad304b55. Accessed 14 Dec 2023"},{"key":"10_CR17","unstructured":"Wiggers, K.: Google launches BigQuery Studio, a new way to work with data. TechCrunch (2023). https:\/\/techcrunch.com\/2023\/08\/29\/google-launches-bigquery-studio-a-new-way-to-work-with-data\/. Accessed 14 Dec 2023"}],"container-title":["Lecture Notes in Networks and Systems","Intelligent Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-62277-9_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,28]],"date-time":"2024-07-28T14:02:37Z","timestamp":1722175357000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-62277-9_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031622762","9783031622779"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-62277-9_10","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"value":"2367-3370","type":"print"},{"value":"2367-3389","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"13 June 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Science and Information Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/saiconference.com\/Computing","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}