{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T18:28:59Z","timestamp":1763836139722,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030503338"},{"type":"electronic","value":"9783030503345"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-50334-5_12","type":"book-chapter","created":{"date-parts":[[2020,7,9]],"date-time":"2020-07-09T23:21:31Z","timestamp":1594336891000},"page":"179-196","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Support Vector Machine Algorithm to Classify Instagram Users\u2019 Accounts Based on Users\u2019 Interests"],"prefix":"10.1007","author":[{"given":"Al-Batool","family":"Al-Ghamdi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ameenah","family":"Al-Sulami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nouf","family":"Al-Jadani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maha","family":"Aljohani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,7,10]]},"reference":[{"key":"12_CR1","doi-asserted-by":"publisher","unstructured":"Araujo, C.S., Correa, L.P.D., Da Silva, A.P.C., Prates, R.O., Meira, W.: It is not just a picture: revealing some user practices in Instagram. In: Proceedings - 9th Latin American Web Congress, LA-WEB 2014, pp. 19\u201323 (2014). https:\/\/doi.org\/10.1109\/LAWeb.2014.12","DOI":"10.1109\/LAWeb.2014.12"},{"key":"12_CR2","doi-asserted-by":"crossref","unstructured":"Hu, Y., Manikonda, L., Kambhampati, S.: What we Instagram: a first analysis of Instagram photo content and user types. In: Proceedings of the 8th International Conference on Weblogs Social Media, ICWSM 2014, pp. 595\u2013598 (2014)","DOI":"10.1609\/icwsm.v8i1.14578"},{"key":"12_CR3","unstructured":"J\u00e4derlund, M.: Wed 2.0: improving customer experience with wedding service providers through investigation of the ranking mechanism and sentiment analysis of user feedback on Instagram (2019)\u200f"},{"key":"12_CR4","series-title":"The Nature of Statistical Learning Theory","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"VN Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. The Nature of Statistical Learning Theory. Springer, New York (1995). https:\/\/doi.org\/10.1007\/978-1-4757-2440-0"},{"key":"12_CR5","unstructured":"Constine, J.: How Instagram\u2019s algorithm works. Viitattu, 26 2018. https:\/\/techcrunch.com\/2018\/06\/01\/how-instagram-feed-works\/. Accessed 01 Oct 2019"},{"key":"12_CR6","doi-asserted-by":"publisher","unstructured":"Jeong, N., Cho. S.: Instagram image classification with Deep Learning.\n\n\n                    \n                  \n18, 61\u201367 (2017). https:\/\/doi.org\/10.7472\/jksii.2017.18.5.61","DOI":"10.7472\/jksii.2017.18.5.61"},{"key":"12_CR7","doi-asserted-by":"publisher","unstructured":"Kuncoro, B.A.: TF-IDF method in ranking keywords of Instagram users\u2019 image captions. In: 2015 International Conference on Information Technology Systems and Innovation, pp. 1\u20135 (2015). https:\/\/doi.org\/10.1109\/ICITSI.2015.7437705","DOI":"10.1109\/ICITSI.2015.7437705"},{"key":"12_CR8","first-page":"4","volume":"4","author":"A Lahor","year":"2017","unstructured":"Lahor, A., Kulkarni, A., Walunjkar, C., Shahapurkar, A.: Review paper on ranking of images based on caption on. Int. Res. J. Eng. Technol. 4, 4\u20136 (2017)","journal-title":"Int. Res. J. Eng. Technol."},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Huang, Y., Wang, P.: Picture recommendation system built on Instagram. In: Proceedings of the 2017 International Conference on Artificial Intelligence, Automation and Control Technologies. ACM (2017)\u200f","DOI":"10.1145\/3080845.3080868"},{"key":"12_CR10","doi-asserted-by":"publisher","unstructured":"Skrubbeltrang, M.M., Grunnet, J., Tarp, N.T.: #RIPINSTAGRAM: examining user\u2019s counter-narratives opposing the introduction of algorithmic personalization on Instagram. Monday 22(4). https:\/\/doi.org\/10.5210\/fm.v22i4.7574. Accessed 03 Oct 2019","DOI":"10.5210\/fm.v22i4.7574"},{"key":"12_CR11","doi-asserted-by":"crossref","unstructured":"Cristianini, N., Shawe, T.J.: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge University Press (2000)","DOI":"10.1017\/CBO9780511801389"},{"key":"12_CR12","doi-asserted-by":"publisher","unstructured":"Hssina, B., Merbouha, A., Ezzikouri, H., Erritali, M.: A comparative study of decision tree ID3 and C4.5. Int. J. Adv. Comput. Sci. Appl. 4, 13\u201319 (2014). https:\/\/doi.org\/10.14569\/specialissue.2014.040203","DOI":"10.14569\/specialissue.2014.040203"},{"key":"12_CR13","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1007\/978-3-540-72079-9_10","volume-title":"The Adaptive Web","author":"MJ Pazzani","year":"2007","unstructured":"Pazzani, M.J., Billsus, D.: Content-based recommendation systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web. LNCS, vol. 4321, pp. 325\u2013341. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-72079-9_10"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in HCI"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-50334-5_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,10]],"date-time":"2024-07-10T00:42:18Z","timestamp":1720572138000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-50334-5_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030503338","9783030503345"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-50334-5_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HCII","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Human-Computer Interaction","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Copenhagen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Denmark","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":"19 July 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24 July 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hcii2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2020.hci.international\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}