{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T16:20:58Z","timestamp":1747153258373,"version":"3.40.5"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031243660"},{"type":"electronic","value":"9783031243677"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-24367-7_30","type":"book-chapter","created":{"date-parts":[[2023,1,17]],"date-time":"2023-01-17T16:04:38Z","timestamp":1673971478000},"page":"308-321","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Exploring Patterns and Correlations Between Cryptocurrencies and Forecasting Crypto Prices Using Influential Tweets"],"prefix":"10.1007","author":[{"given":"Mohit","family":"Kumar","sequence":"first","affiliation":[]},{"given":"Gurram Sahithi","family":"Priya","sequence":"additional","affiliation":[]},{"given":"Praneeth","family":"Gadipudi","sequence":"additional","affiliation":[]},{"given":"Ishita","family":"Agarwal","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1368-4993","authenticated-orcid":false,"given":"Saleti","family":"Sumalatha","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2023,1,18]]},"reference":[{"key":"30_CR1","doi-asserted-by":"crossref","unstructured":"Beck, R., M\u00fcller-Bloch, C.: Blockchain as radical innovation: a framework for engaging with distributed ledgers as incumbent organization (2017)","DOI":"10.24251\/HICSS.2017.653"},{"key":"30_CR2","doi-asserted-by":"crossref","unstructured":"Christin, N.: Traveling the silk road: a measurement analysis of a large anonymous online marketplace. In: Proceedings of the 22nd International Conference on World Wide Web, pp. 213\u2013224 (2013)","DOI":"10.1145\/2488388.2488408"},{"issue":"4","key":"30_CR3","first-page":"377","volume":"4","author":"C Dirican","year":"2017","unstructured":"Dirican, C., Canoz, I.: The cointegration relationship between Bitcoin prices and major world stock indices: an analysis with ARDL model approach. J. Econ. Financ. Account. 4(4), 377\u2013392 (2017)","journal-title":"J. Econ. Financ. Account."},{"key":"30_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1007\/978-3-662-45472-5_28","volume-title":"Financial Cryptography and Data Security","author":"I Eyal","year":"2014","unstructured":"Eyal, I., Sirer, E.G.: Majority is not enough: bitcoin mining is vulnerable. In: Christin, N., Safavi-Naini, R. (eds.) FC 2014. LNCS, vol. 8437, pp. 436\u2013454. Springer, Heidelberg (2014). https:\/\/doi.org\/10.1007\/978-3-662-45472-5_28"},{"key":"30_CR5","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1016\/j.frl.2017.12.009","volume":"25","author":"Y Jiang","year":"2018","unstructured":"Jiang, Y., Nie, H., Ruan, W.: Time-varying long-term memory in bitcoin market. Financ. Res. Lett. 25, 280\u2013284 (2018)","journal-title":"Financ. Res. Lett."},{"key":"30_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.econlet.2017.06.023","volume":"158","author":"P Katsiampa","year":"2017","unstructured":"Katsiampa, P.: Volatility estimation for bitcoin: a comparison of GARCH models. Econ. Lett. 158, 3\u20136 (2017)","journal-title":"Econ. Lett."},{"key":"30_CR7","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1108\/02635570110365989","volume":"101","author":"SJ Lee","year":"2001","unstructured":"Lee, S.J., Siau, K.: A review of data mining techniques. Ind. Manag. Data Syst. 101, 41\u201346 (2001)","journal-title":"Ind. Manag. Data Syst."},{"issue":"3","key":"30_CR8","doi-asserted-by":"publisher","first-page":"62","DOI":"10.2478\/v10198-012-0034-2","volume":"12","author":"E Ostertagova","year":"2012","unstructured":"Ostertagova, E., Ostertag, O.: Forecasting using simple exponential smoothing method. Acta Electrotechnica et Informatica 12(3), 62 (2012)","journal-title":"Acta Electrotechnica et Informatica"},{"key":"30_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.infoecopol.2017.02.002","volume":"39","author":"G Pieters","year":"2017","unstructured":"Pieters, G., Vivanco, S.: Financial regulations and price inconsistencies across bitcoin markets. Inf. Econ. Policy 39, 1\u201314 (2017)","journal-title":"Inf. Econ. Policy"},{"issue":"4","key":"30_CR10","first-page":"3","volume":"23","author":"E Rahm","year":"2000","unstructured":"Rahm, E., Do, H.H.: Data cleaning: problems and current approaches. IEEE Data Eng. Bull. 23(4), 3\u201313 (2000)","journal-title":"IEEE Data Eng. Bull."},{"key":"30_CR11","unstructured":"Rajkumar, S.: Cryptocurrency historical prices (2021). https:\/\/www.kaggle.com\/datasets\/sudalairajkumar\/cryptocurrencypricehistory"},{"issue":"1","key":"30_CR12","doi-asserted-by":"crossref","first-page":"30","DOI":"10.69554\/FBUJ3107","volume":"9","author":"W Raymaekers","year":"2015","unstructured":"Raymaekers, W.: Cryptocurrency bitcoin: disruption, challenges and opportunities. J. Paym. Strat. Syst. 9(1), 30\u201346 (2015)","journal-title":"J. Paym. Strat. Syst."},{"key":"30_CR13","doi-asserted-by":"crossref","unstructured":"Salman, A., Razzaq, M.G.A.: Bitcoin and the world of digital currencies. In: Financial Management from an Emerging Market Perspective, pp. 271\u2013281 (2018)","DOI":"10.5772\/intechopen.71294"},{"key":"30_CR14","doi-asserted-by":"publisher","unstructured":"Sattarov, O., Jeon, H.S., Oh, R., Lee, J.D.: Forecasting bitcoin price fluctuation by twitter sentiment analysis. In: 2020 International Conference on Information Science and Communications Technologies (ICISCT), pp. 1\u20134 (2020). https:\/\/doi.org\/10.1109\/ICISCT50599.2020.9351527","DOI":"10.1109\/ICISCT50599.2020.9351527"},{"key":"30_CR15","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1007\/978-3-319-97289-3_15","volume-title":"Knowledge Management and Acquisition for Intelligent Systems","author":"W Yang","year":"2018","unstructured":"Yang, W., Garg, S., Raza, A., Herbert, D., Kang, B.: Blockchain: trends and future. In: Yoshida, K., Lee, M. (eds.) PKAW 2018. LNCS (LNAI), vol. 11016, pp. 201\u2013210. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-97289-3_15"},{"issue":"8","key":"30_CR16","doi-asserted-by":"publisher","first-page":"1307","DOI":"10.3390\/math10081307","volume":"10","author":"Z Ye","year":"2022","unstructured":"Ye, Z., Wu, Y., Chen, H., Pan, Y., Jiang, Q.: A Stacking ensemble deep learning model for bitcoin price prediction using Twitter comments on bitcoin. Mathematics 10(8), 1307 (2022)","journal-title":"Mathematics"},{"key":"30_CR17","doi-asserted-by":"publisher","DOI":"10.1108\/GKMC-09-2021-0154","author":"S Zaman","year":"2022","unstructured":"Zaman, S., Yaqub, U., Saleem, T.: Analysis of Bitcoin\u2019s price spike in context of Elon Musk\u2019s Twitter activity. Glob. Knowl. Mem. Commun. (2022). https:\/\/doi.org\/10.1108\/GKMC-09-2021-0154","journal-title":"Glob. Knowl. Mem. Commun."}],"container-title":["Communications in Computer and Information Science","Machine Learning, Image Processing, Network Security and Data Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-24367-7_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,12]],"date-time":"2024-10-12T10:55:25Z","timestamp":1728730525000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-24367-7_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031243660","9783031243677"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-24367-7_30","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"18 January 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MIND","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Machine Learning, Image Processing, Network Security and Data Sciences","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 December 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 December 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mind2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/conf.manit.ac.in\/mind2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"399","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"64","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"16% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}