{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T19:50:00Z","timestamp":1770148200576,"version":"3.49.0"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319604374","type":"print"},{"value":"9783319604381","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-60438-1_14","type":"book-chapter","created":{"date-parts":[[2017,6,13]],"date-time":"2017-06-13T00:13:43Z","timestamp":1497312823000},"page":"136-145","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["Shallow Reading with Deep Learning: Predicting Popularity of Online Content Using only Its Title"],"prefix":"10.1007","author":[{"given":"Wojciech","family":"Stokowiec","sequence":"first","affiliation":[]},{"given":"Tomasz","family":"Trzci\u0144ski","sequence":"additional","affiliation":[]},{"given":"Krzysztof","family":"Wo\u0142k","sequence":"additional","affiliation":[]},{"given":"Krzysztof","family":"Marasek","sequence":"additional","affiliation":[]},{"given":"Przemys\u0142aw","family":"Rokita","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,14]]},"reference":[{"key":"14_CR1","unstructured":"Bandari, R., Asur, S., Huberman, B.A.: The pulse of news in social media: forecasting popularity. CoRR, abs\/1202.0332 (2012)"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Castillo, C., El-Haddad, M., Pfeffer, J., Stempeck, M.: Characterizing the life cycle of online news stories using social media reactions. In: CSCW (2014)","DOI":"10.1145\/2531602.2531623"},{"key":"14_CR3","doi-asserted-by":"crossref","unstructured":"Chakraborty, A., Paranjape, B., Kakarla, S., Ganguly, N.: Stop clickbait: detecting and preventing clickbaits in online news media. CoRR, abs\/1610.09786 (2016)","DOI":"10.1109\/ASONAM.2016.7752207"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Chen, J., Song, X., Nie, L., Wang, X., Zhang, H., Chua, T.: Micro tells macro: predicting the popularity of micro-videos via a transductive model. In: ACMMM (2016)","DOI":"10.1145\/2964284.2964314"},{"key":"14_CR5","unstructured":"Chesire, M., Wolman, A., Voelker, G., Levy, H.M.: Measurement and analysis of a streaming-media workload. In: USITS (2001)"},{"key":"14_CR6","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.P.: Natural language processing (almost) from scratch. CoRR, abs\/1103.0398 (2011)"},{"issue":"8","key":"14_CR7","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"Hong, L., Dan, O., Davison, B.: Predicting popular messages in Twitter. In: Proceedings of International Conference Companion on World Wide Web (2011)","DOI":"10.1145\/1963192.1963222"},{"key":"14_CR9","doi-asserted-by":"crossref","unstructured":"Khosla, A., Sarma, A., Hamid, R.: What makes an image popular? In: WWW (2014)","DOI":"10.1145\/2566486.2567996"},{"key":"14_CR10","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. CoRR, abs\/1412.6980 (2014)"},{"key":"14_CR11","unstructured":"Osborne, M., Lavrenko, V.: RT to win! predicting message propagation in Twitter. In: ICWSM (2011)"},{"key":"14_CR12","doi-asserted-by":"crossref","unstructured":"Pennington, J., Socher, R., Manning, C.D.: Glove: global vectors for word representation. In: Empirical Methods in Natural Language Processing (EMNLP) (2014)","DOI":"10.3115\/v1\/D14-1162"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Pinto, H., Almeida, J., Gon\u00e7alves, M.: Using early view patterns to predict the popularity of Youtube videos. In: WSDM (2013)","DOI":"10.1145\/2433396.2433443"},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Ramisa, A., Yan, F., Moreno-Noguer, F., Mikolajczyk, K.: Breakingnews: article annotation by image and text processing. CoRR, abs\/1603.07141 (2016)","DOI":"10.18653\/v1\/W17-2005"},{"issue":"11","key":"14_CR15","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1145\/361219.361220","volume":"18","author":"G Salton","year":"1975","unstructured":"Salton, G., Wong, A., Yang, C.S.: A vector space model for automatic indexing. Commun. ACM 18(11), 613\u2013620 (1975)","journal-title":"Commun. ACM"},{"key":"14_CR16","doi-asserted-by":"publisher","first-page":"2673","DOI":"10.1109\/78.650093","volume":"45","author":"M Schuster","year":"1997","unstructured":"Schuster, M., Paliwal, K.K.: Bidirectional recurrent neural networks. IEEE Trans. Signal Process. 45, 2673\u20132681 (1997)","journal-title":"IEEE Trans. Signal Process."},{"issue":"8","key":"14_CR17","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1145\/1787234.1787254","volume":"53","author":"G Szabo","year":"2010","unstructured":"Szabo, G., Huberman, B.: Predicting the popularity of online content. Commun. ACM 53(8), 80\u201388 (2010)","journal-title":"Commun. ACM"},{"key":"14_CR18","unstructured":"Trzcinski, T., Rokita, P.: Predicting popularity of online videos using support vector regression. CoRR, abs\/1510.06223 (2015)"},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Tsagkias, M., Weerkamp, W., de Rijke, M.: News comments: exploring, modeling, and online prediction. In: ECIR (2010)","DOI":"10.1007\/978-3-642-12275-0_19"},{"key":"14_CR20","unstructured":"Wang, S., Manning, C.: Baselines and bigrams: simple, good sentiment and topic classification. In: ACL (2012)"},{"key":"14_CR21","unstructured":"Zhang, X., LeCun, Y.: Text understanding from scratch. CoRR, abs\/1502.01710 (2015)"},{"key":"14_CR22","unstructured":"Zhou, C., Sun, C., Liu, Z., Lau, F.C.M.: A C-LSTM neural network for text classification. CoRR, abs\/1511.08630 (2015)"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60438-1_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T08:39:20Z","timestamp":1710232760000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-60438-1_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319604374","9783319604381"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60438-1_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"14 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISMIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Methodologies for Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Warsaw","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 June 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ismis2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ismis2017.ii.pw.edu.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}