{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T10:30:02Z","timestamp":1783074602485,"version":"3.54.6"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030505776","type":"print"},{"value":"9783030505783","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-50578-3_10","type":"book-chapter","created":{"date-parts":[[2020,6,9]],"date-time":"2020-06-09T08:02:39Z","timestamp":1591689759000},"page":"130-145","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Who\u2019s Behind That Website? Classifying Websites by the Degree of Commercial Intent"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5458-8645","authenticated-orcid":false,"given":"Michael","family":"F\u00e4rber","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Scheer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frederic","family":"Bartscherer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,6,10]]},"reference":[{"key":"10_CR1","series-title":"Text, Speech and Language Technology","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/978-90-481-9178-9_10","volume-title":"Genres on the Web","author":"C Lindemann","year":"2011","unstructured":"Lindemann, C., Littig, L.: Classification of web sites at super-genre level. In: Mehler, A., Sharoff, S., Santini, M. (eds.) Genres on the Web. Text, Speech and Language Technology, vol. 42, pp. 211\u2013236. Springer, Dordrecht (2011). https:\/\/doi.org\/10.1007\/978-90-481-9178-9_10"},{"key":"10_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1007\/978-3-642-32584-7_30","volume-title":"Data Warehousing and Knowledge Discovery","author":"C Thapa","year":"2012","unstructured":"Thapa, C., Zaiane, O., Rafiei, D., Sharma, A.M.: Classifying websites into non-topical categories. In: Cuzzocrea, A., Dayal, U. (eds.) DaWaK 2012. LNCS, vol. 7448, pp. 364\u2013377. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-32584-7_30"},{"issue":"5","key":"10_CR3","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1016\/j.ipm.2009.05.003","volume":"45","author":"I Kanaris","year":"2009","unstructured":"Kanaris, I., Stamatatos, E.: Learning to recognize webpage genres. Inf. Process. Manag. 45(5), 499\u2013512 (2009)","journal-title":"Inf. Process. Manag."},{"key":"10_CR4","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1007\/978-3-540-30221-6_20","volume-title":"KI 2004: Advances in Artificial Intelligence","author":"S Meyer zu Eissen","year":"2004","unstructured":"Meyer zu Eissen, S., Stein, B.: Genre classification of web pages. In: Biundo, S., Fr\u00fchwirth, T., Palm, G. (eds.) KI 2004. LNCS (LNAI), vol. 3238, pp. 256\u2013269. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-30221-6_20"},{"key":"10_CR5","unstructured":"Bruni, R., Bianchi, G., et al.: Robustness analysis of a website categorization procedure based on machine learning. Technical report n. 04\u20132018 DIAG (2018)"},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Sun, A., Lim, E., Ng, W.K.: Web classification using support vector machine. In: Proceedings of the Fourth ACM CIKM International Workshop on Web Information and Data Management. WIDM 2002, pp. 96\u201399 (2002)","DOI":"10.1145\/584931.584952"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Sahid, G.T., Mahendra, R., Budi, I.: E-commerce merchant classification using website information. In: Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics. WIMS 2019, pp. 5:1\u20135:10 (2019)","DOI":"10.1145\/3326467.3326486"},{"issue":"11","key":"10_CR8","first-page":"205","volume":"8","author":"AA AbdulHussien","year":"2017","unstructured":"AbdulHussien, A.A.: Comparison of machine learning algorithms to classify web pages. Int. J. Adv. Comput. Sci. Appl. (IJACSA) 8(11), 205\u2013209 (2017)","journal-title":"Int. J. Adv. Comput. Sci. Appl. (IJACSA)"},{"key":"10_CR9","unstructured":"Xhemali, D., Hinde, C.J., Stone, R.G.: Na\u00efve bayes vs. decision trees vs. neural networks in the classification of training web pages. Int. J. Comput. Sci. Issues 4(1), 16\u201323 (2009)"},{"key":"10_CR10","volume-title":"The International Classification of Nonprofit Organizations","author":"LM Salamon","year":"1996","unstructured":"Salamon, L.M., Anheier, H.K.: The International Classification of Nonprofit Organizations. Jossey Bass Publishers, San Francisco (1996)"},{"key":"10_CR11","unstructured":"Benoit, K., Muhr, D., Watanabe, K.: Stopwords: Multilingual Stopword Lists. R package version 1.0 (2019)"},{"issue":"3","key":"10_CR12","first-page":"18","volume":"2","author":"A Liaw","year":"2002","unstructured":"Liaw, A., Wiener, M., et al.: Classification and regression by RandomForest. R News 2(3), 18\u201322 (2002)","journal-title":"R News"},{"key":"10_CR13","unstructured":"Amajd, M., Kaimuldenov, Z., Voronkov, I.: Text classification with deep neural networks. In: International Conference on Actual Problems of System and Software Engineering (APSSE), pp. 364\u2013370 (2017)"},{"key":"10_CR14","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. In: Proceedings of the 3rd International Conference on Learning Representations. ICLR 2015 (2015)"},{"key":"10_CR15","volume-title":"Deep Learning with Python","author":"F Chollet","year":"2017","unstructured":"Chollet, F.: Deep Learning with Python, 1st edn. Manning Publications Co., Greenwich (2017)","edition":"1"},{"key":"10_CR16","unstructured":"Grave, E., Bojanowski, P., Gupta, P., Joulin, A., Mikolov, T.: Learning word vectors for 157 languages. In: Proceedings of the International Conference on Language Resources and Evaluation (LREC 2018) (2018)"},{"key":"10_CR17","series-title":"Information Science and Statistics","volume-title":"Pattern Recognition and Machine Learning","author":"CM Bishop","year":"2007","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Information Science and Statistics. Springer, New York (2007)"}],"container-title":["Lecture Notes in Computer Science","Web Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-50578-3_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,8]],"date-time":"2025-06-08T22:02:53Z","timestamp":1749420173000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-50578-3_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030505776","9783030505783"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-50578-3_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 June 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICWE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Web Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Helsinki","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Finland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 June 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 June 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icwe2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/icwe2020.webengineering.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":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"78","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":"24","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":"10","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":"31% - 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":"3.5","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":"4","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)"}},{"value":"In addition there are 4 PhD and 7 Demo papers. The conference was held virtually due to the corona pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}