{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T10:01:34Z","timestamp":1726135294239},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030869724"},{"type":"electronic","value":"9783030869731"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-86973-1_2","type":"book-chapter","created":{"date-parts":[[2021,9,10]],"date-time":"2021-09-10T08:03:14Z","timestamp":1631260994000},"page":"19-30","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Comparison of Deterministic, Stochastic, and Mixed Approaches to Cryptocurrency Dynamics Analysis"],"prefix":"10.1007","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-4518-2883","authenticated-orcid":false,"given":"Victor","family":"Dostov","sequence":"first","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-4683-8525","authenticated-orcid":false,"given":"Pavel","family":"Pimenov","sequence":"additional","affiliation":[]},{"ORCID":"http:\/\/orcid.org\/0000-0002-2276-7523","authenticated-orcid":false,"given":"Pavel","family":"Shoust","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,9,11]]},"reference":[{"key":"2_CR1","unstructured":"Bitcoin Active Addresses historical chart. https:\/\/bitinfocharts.com\/comparison\/bitcoin-activeaddresses.html. Accessed 13 Mar 2021"},{"key":"2_CR2","unstructured":"Box, G.E.P., Jenkins, G.M.: Time Series Analysis: Forecasting and Control, 575 p. Holden-Day, San Francisco (1970)"},{"issue":"4","key":"2_CR3","doi-asserted-by":"publisher","first-page":"558","DOI":"10.1016\/j.techfore.2010.01.009","volume":"77","author":"C Christodoulos","year":"2010","unstructured":"Christodoulos, C., Michalakelis, C., Varoutas, D.: Forecasting with limited data: combining ARIMA and diffusion models. Technol. Forecast. Soc. Change 77(4), 558\u2013565 (2010)","journal-title":"Technol. Forecast. Soc. Change"},{"issue":"1","key":"2_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41109-020-00259-1","volume":"5","author":"S Dipple","year":"2020","unstructured":"Dipple, S., Choudhary, A., Flamino, J., Szymanski, B.K., Korniss, G.: Using correlated stochastic differential equations to forecast cryptocurrency rates and social media activities. Appl. Netw. Sci. 5(1), 1\u201330 (2020). https:\/\/doi.org\/10.1007\/s41109-020-00259-1","journal-title":"Appl. Netw. Sci."},{"key":"2_CR5","unstructured":"Dogecoin Active Addresses historical chart. Homepage https:\/\/bitinfocharts.com\/comparison\/activeaddresses-doge.html"},{"key":"2_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1007\/978-3-030-24296-1_36","volume-title":"Computational Science and Its Applications \u2013 ICCSA 2019","author":"V Dostov","year":"2019","unstructured":"Dostov, V., Shoust, P., Popova, E.: Using mathematical models to describe the dynamics of the spread of traditional and cryptocurrency payment systems. In: Misra, S., et al. (eds.) ICCSA 2019. LNCS, vol. 11620, pp. 457\u2013471. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-24296-1_36"},{"key":"2_CR7","unstructured":"Elon Musk\u2019s Bitcoin Fun Continues. Bloomberg. https:\/\/www.bloomberg.com\/opinion\/articles\/2021-05-17\/elon-musk-controls-bitcoin-and-dogecoin-prices-with-pure-magic"},{"key":"2_CR8","unstructured":"Four Different Types of Services. Homepage https:\/\/localfirstbank.com\/content\/different-types-of-banking-services\/. Accessed 10 Mar 2021"},{"key":"2_CR9","unstructured":"Fuller W. A.: Introduction to Statistical Time Series. Wiley (2009)"},{"key":"2_CR10","unstructured":"Genkin, A., Micheev, A.: Blockchain. How it Works and What Awaits Us Tomorrow, 592 p. Alpina Publisher (2018)"},{"issue":"1","key":"2_CR11","first-page":"85","volume":"2020","author":"GG Kantorovich","year":"2006","unstructured":"Kantorovich, G.G.: Time series analysis. HSE Econ. J. 2020(1), 85\u2013116 (2006)","journal-title":"HSE Econ. J."},{"issue":"1-3","key":"2_CR12","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/0304-4076(92)90104-Y","volume":"54","author":"D Kwiatkowski","year":"1992","unstructured":"Kwiatkowski, D., Phillips, P.C.B., Schmidt, P., Shin, Y.: Testing the null hypothesis of stationarity against the alternative of a unit root. J. Econometrics 54(1\u20133), 159\u2013178 (1992)","journal-title":"J. Econometrics"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Laffont, J.-J.: Regulation and Development, 440 p. Cambridge University Press (2005)","DOI":"10.1017\/CBO9781139163392"},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Recherches math\u00e9matiques sur la loi d\u2019accroissement de la population, dans Nouveaux M\u00e9moires de l'Acad\u00e9mie Royale des Sciences et Belles-Lettres de Bruxelles. 1845. \u2116 18, pp. 1\u201342","DOI":"10.3406\/marb.1845.3438"},{"issue":"4","key":"2_CR15","doi-asserted-by":"publisher","first-page":"38","DOI":"10.26794\/2587-5671-2018-22-4-38-51","volume":"22","author":"MR Safiullin","year":"2018","unstructured":"Safiullin, M.R., Abdukaeva, A.A., El\u2019shin, L.A.: Methodological approaches to forecasting dynamics of cryptocurrencies exchange rate using stochastic analysis tools (on the example of bitcoin). Finan. Theor. Pract. 22(4), 38\u201351 (2018). https:\/\/doi.org\/10.26794\/2587-5671-2018-22-4-38-51","journal-title":"Finan. Theor. Pract."},{"key":"2_CR16","doi-asserted-by":"publisher","unstructured":"Takako, F.-G.: Non-cooperative Game Theory, 260 p. Springer, Japan (2015). https:\/\/doi.org\/10.1007\/978-4-431-55645-9","DOI":"10.1007\/978-4-431-55645-9"},{"key":"2_CR17","unstructured":"The annual cryptocurrency market review: what\u2019s left after the hype. Bitnews Today (2019). https:\/\/bitnewstoday.com\/news\/the-annual-cryptocurrency-market-review-what-s-left-after-the-hype. Accessed 19 Mar 2021"},{"key":"2_CR18","unstructured":"The Bass Model Homepage. http:\/\/bassbasement.org\/BassModel\/Default.aspx. Accessed 15 Mar 2021"},{"key":"2_CR19","doi-asserted-by":"publisher","unstructured":"Wirawan, I.M., Widiyaningtyas, T., Hasan, M.M.: Short Term prediction on bitcoin price using ARIMA method. In: International Seminar on Application for Technology of Information and Communication (iSemantic), Semarang, Indonesia, pp. 260\u2013265 (2019). https:\/\/doi.org\/10.1109\/ISEMANTIC.2019.8884257","DOI":"10.1109\/ISEMANTIC.2019.8884257"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2021"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-86973-1_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,8]],"date-time":"2023-11-08T11:55:52Z","timestamp":1699444552000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-86973-1_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030869724","9783030869731"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-86973-1_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"11 September 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Science and Its Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cagliari","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccsa2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccsa.org\/","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":"Customed version of CyberChair 4","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1588","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":"466","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":"18","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":"29% - 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":"2,5","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":"8","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)"}}]}}