{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T23:56:08Z","timestamp":1772063768763,"version":"3.50.1"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T00:00:00Z","timestamp":1498003200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1007\/s10586-017-0988-z","type":"journal-article","created":{"date-parts":[[2017,6,21]],"date-time":"2017-06-21T12:02:11Z","timestamp":1498046531000},"page":"967-975","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["A four-gram unified event model for web mining"],"prefix":"10.1007","volume":"21","author":[{"given":"Xinyao","family":"Zou","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,21]]},"reference":[{"issue":"3","key":"988_CR1","doi-asserted-by":"crossref","first-page":"588","DOI":"10.1093\/jamia\/ocv141","volume":"23","author":"G Tourassi","year":"2016","unstructured":"Tourassi, G., Yoon, H.J., Xu, S.H., Han, X.S.: The utility of web mining for epidemiological research: studying the association between parity and cancer risk. J. Am. Med. Inf. Assoc. 23(3), 588\u2013595 (2016)","journal-title":"J. Am. Med. Inf. Assoc."},{"issue":"6","key":"988_CR2","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1080\/08832323.2016.1218317","volume":"91","author":"JS Zhao","year":"2016","unstructured":"Zhao, J.S., Zhao, S.Y.: Business analytics programs offered by AACSB-accredited U.S. colleges of business: a web mining study. J. Educ. Bus. 91(6), 327\u2013337 (2016)","journal-title":"J. Educ. Bus."},{"issue":"5","key":"988_CR3","first-page":"2882","volume":"7","author":"B Panda","year":"2016","unstructured":"Panda, B., Tripathy, S.N., Sethi, N., Samantray, O.P.: A comparative study on serial and parallel web content mining. Int. J. Adv. Netw. Appl. 7(5), 2882\u20132886 (2016)","journal-title":"Int. J. Adv. Netw. Appl."},{"issue":"6","key":"988_CR4","first-page":"2828","volume":"4","author":"Swapnil S Patil","year":"2016","unstructured":"Patil, Swapnil S., Khandagale, Hridaynath P.: Enhancing web navigation usability using web usage mining techniques. Int. Res. J. Eng. Technol. 4(6), 2828\u20132834 (2016)","journal-title":"Int. Res. J. Eng. Technol."},{"key":"988_CR5","doi-asserted-by":"crossref","unstructured":"Asha, K.N., Rajkumar, R.: Survey on web mining techniques and challenges of e-commerce in online social networks. Indian J. Sci. Technol. 9(13) (2016)","DOI":"10.17485\/ijst\/2016\/v9i13\/85481"},{"issue":"8","key":"988_CR6","first-page":"39","volume":"69","author":"AT Siddiqui","year":"2013","unstructured":"Siddiqui, A.T., Aljahdali, S.: Web mining techniques in e-commerce applications. Int. J. Comput. Appl. 69(8), 39\u201343 (2013)","journal-title":"Int. J. Comput. Appl."},{"key":"988_CR7","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1016\/j.future.2013.09.027","volume":"37","author":"Z Xu","year":"2014","unstructured":"Xu, Z., Luo, X., Zhang, S., Wei, X., Mei, L., Hu, C.: Mining temporal explicit and implicit semantic relations between entities using web search engines. Future Gener. Comput. Syst. 37, 468\u2013477 (2014)","journal-title":"Future Gener. Comput. Syst."},{"key":"988_CR8","first-page":"375","volume":"1","author":"B Satish","year":"2012","unstructured":"Satish, B., Sunil, P.: Study and evaluation of user\u2019s behavior in e-Commerce using data mining. Res. J. Recent Sci. 1, 375\u2013387 (2012)","journal-title":"Res. J. Recent Sci."},{"issue":"2","key":"988_CR9","first-page":"78","volume":"3","author":"M Jafari","year":"2014","unstructured":"Jafari, M., Sabzchi, F.S., Rani, A.J.: Applying web usage mining techniques to design effective web recommendation systems: a case study. ACSIJ Adv. Comput. Sci. Int. J. 3(2), 78\u201390 (2014)","journal-title":"ACSIJ Adv. Comput. Sci. Int. J."},{"issue":"3","key":"988_CR10","first-page":"564","volume":"4","author":"P Kathirvel","year":"2015","unstructured":"Kathirvel, P.: A survey on online shopping recommendation based on customer transactions. Int. J. Sci. Eng. Technol. Res. 4(3), 564\u2013566 (2015)","journal-title":"Int. J. Sci. Eng. Technol. Res."},{"issue":"13","key":"988_CR11","first-page":"1","volume":"9","author":"KN Asha","year":"2016","unstructured":"Asha, K.N., Rajkumar, R.: Survey on web mining techniques and challenges of e-commerce in online social networks. Indian J. Sci. Technol. 9(13), 1\u20135 (2016)","journal-title":"Indian J. Sci. Technol."},{"issue":"3","key":"988_CR12","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.cmpb.2016.11.013","volume":"140","author":"B Tesfaye","year":"2017","unstructured":"Tesfaye, B., Atique, S., Elias, N., et al.: Determinants and development of a web-based child mortality prediction model in resource-limited settings: a data mining approach. Comput. Methods Progr. Biomed. 140(3), 45\u201351 (2017)","journal-title":"Comput. Methods Progr. Biomed."},{"issue":"2","key":"988_CR13","first-page":"1465","volume":"6","author":"N Iyer","year":"2015","unstructured":"Iyer, N., Dcunha, A., Desai, A., Jain, K.: Survey on online recommendation using web usage mining. Int. J. Comput. Sci. Inf. Technol. 6(2), 1465\u20131467 (2015)","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"issue":"6","key":"988_CR14","doi-asserted-by":"crossref","first-page":"829","DOI":"10.1109\/TSMC.2015.2470645","volume":"46","author":"JY Xuan","year":"2016","unstructured":"Xuan, J.Y., Luo, X.F., Zhang, G.Q., Liu, J., Xu, Z.: Uncertainty analysis for the keyword system of web events. IEEE Trans. Syst. Man Cybern. Syst. 46(6), 829\u2013842 (2016)","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"issue":"3","key":"988_CR15","first-page":"628","volume":"24","author":"PS Ambili","year":"2016","unstructured":"Ambili, P.S.: Varghese Paul. Enhanced user personalization by web log mining and link structure display. Middle-east. J. Sci. Res. 24(3), 628\u2013631 (2016)","journal-title":"J. Sci. Res."},{"issue":"2","key":"988_CR16","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1016\/j.ejor.2016.09.061","volume":"258","author":"M Alessandra","year":"2017","unstructured":"Alessandra, M., Piercesare, S.: Statistical analysis of complex and spatially dependent data: a review of object oriented spatial statistics. Eur. J. Oper. Res. 258(2), 401\u2013410 (2017)","journal-title":"Eur. J. Oper. Res."},{"issue":"2","key":"988_CR17","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1016\/j.jclepro.2016.09.096","volume":"142","author":"W Zhang","year":"2017","unstructured":"Zhang, W., Pan, X.F., Yan, Y.B., Pan, X.Y.: Convergence analysis of regional energy efficiency in china based on large-dimensional panel data model. J. Clean. Product. 142(2), 801\u2013808 (2017)","journal-title":"J. Clean. Product."},{"issue":"3","key":"988_CR18","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1016\/j.bpj.2017.01.001","volume":"112","author":"M Jana","year":"2017","unstructured":"Jana, M., Jan-Philipp, M., Karsten, R., Fabian, E.: Retrieving chromatin patterns from deep sequencing data using correlation functions. Biophys. J. 112(3), 473\u2013490 (2017)","journal-title":"Biophys. J."},{"issue":"1","key":"988_CR19","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1007\/s10639-014-9312-1","volume":"21","author":"R Mahajan","year":"2016","unstructured":"Mahajan, R., Sodhi, J.S., Mahajan, V.: Usage patterns discovery from a web log in an Indian e-learning site: a case study. Educ. Inf. Technol. 21(1), 123\u2013148 (2016)","journal-title":"Educ. Inf. Technol."},{"key":"988_CR20","unstructured":"Parthiban, P., Selvakumar, S.: Big data architecture for capturing, storing, analyzing and visualizing of web server logs. Indian J. Sci. Technol. 9(4), 1\u20139 (2016)"},{"issue":"7","key":"988_CR21","first-page":"45","volume":"6","author":"Palak Girdhar","year":"2016","unstructured":"Girdhar, Palak, Malik, Vikas: A study on detecting packet using sniffing method. J. Netw. Commun. Emerg. Technol. 6(7), 45\u201346 (2016)","journal-title":"J. Netw. Commun. Emerg. Technol."},{"key":"988_CR22","doi-asserted-by":"crossref","unstructured":"Zou, X.Y.: 5-gram united event model. Appl. Mech. Mater. 1319\u20131322 (2010)","DOI":"10.4028\/www.scientific.net\/AMM.34-35.1319"},{"key":"988_CR23","doi-asserted-by":"crossref","unstructured":"Kohavi R.: Mining e-commerce data: the good, the bad, and the ugly. In: Provost, F., Srikant R. (Eds.) Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM Press: USA, pp. 8\u201313 (2001)","DOI":"10.1145\/502512.502518"},{"issue":"6","key":"988_CR24","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MIS.2002.1134360","volume":"17","author":"SH Ha","year":"2002","unstructured":"Ha, S.H.: Helping online customers decide through web personalization. IEEE Intell. Syst. 17(6), 34\u201343 (2002)","journal-title":"IEEE Intell. Syst."},{"issue":"3","key":"988_CR25","first-page":"149","volume":"3","author":"A More","year":"2016","unstructured":"More, A., Joshi, P.P.: Survey on inferring user image-search goals using click through logs. Int. Res. J. Eng. Technol. 3(3), 149\u2013152 (2016)","journal-title":"Int. Res. J. Eng. Technol."},{"issue":"12","key":"988_CR26","doi-asserted-by":"crossref","first-page":"3090","DOI":"10.1109\/TKDE.2014.2316794","volume":"26","author":"Z Liao","year":"2014","unstructured":"Liao, Z., Song, Y., Huang, Y.L., et al.: An effective segmentation of user search behavior. IEEE Trans. Knowl. Data Eng. 26(12), 3090\u20133102 (2014)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"5","key":"988_CR27","first-page":"6","volume":"105","author":"Pravin Gaikwad","year":"2014","unstructured":"Gaikwad, Pravin, Kulkarni, Jyoti: Inconsistency extraction using advanced FP-growth algorithm. Int. J. Comput. Appl. 105(5), 6\u201310 (2014)","journal-title":"Int. J. Comput. Appl."}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-0988-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-0988-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-0988-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T12:52:55Z","timestamp":1569502375000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-0988-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6,21]]},"references-count":27,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,3]]}},"alternative-id":["988"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-0988-z","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6,21]]}}}