{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:04:03Z","timestamp":1743145443017,"version":"3.40.3"},"publisher-location":"Vienna","reference-count":29,"publisher":"Springer Vienna","isbn-type":[{"type":"print","value":"9783709113455"},{"type":"electronic","value":"9783709113462"}],"license":[{"start":{"date-parts":[[2012,12,21]],"date-time":"2012-12-21T00:00:00Z","timestamp":1356048000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2012,12,21]],"date-time":"2012-12-21T00:00:00Z","timestamp":1356048000000},"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":[[2013]]},"DOI":"10.1007\/978-3-7091-1346-2_12","type":"book-chapter","created":{"date-parts":[[2013,3,14]],"date-time":"2013-03-14T11:42:05Z","timestamp":1363261325000},"page":"275-301","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Cross-Domain Analysis of the Blogosphere for Trend Prediction"],"prefix":"10.1007","author":[{"given":"Patrick","family":"Siehndel","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabian","family":"Abel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ernesto","family":"Diaz-Aviles","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicola","family":"Henze","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Krause","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,12,21]]},"reference":[{"key":"12_CR1","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1109\/ASONAM.2010.50","volume-title":"International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), Odense, Denmark","author":"F Abel","year":"2010","unstructured":"Abel, F., Diaz-Aviles, E., Henze, N., Krause, D., Siehndel, P.: Analyzing the blogosphere for predicting the success of music and movie products. In: Memon, N., Alhajj, R. (eds.) International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), Odense, Denmark, pp. 276\u2013280. IEEE Computer Society, Washington, DC (2010)"},{"key":"12_CR2","first-page":"123","volume":"24","author":"L Breiman","year":"1996","unstructured":"Breiman, L.: Bagging predictors. Mach. Learn. 24, 123\u2013140 (1996)","journal-title":"Bagging predictors. Mach. Learn."},{"key":"12_CR3","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J., Stone, C.J., Olshen, R.A.: Classification and Regression Trees. Wadsworth International Group, Belmont, California (1984)"},{"key":"12_CR4","volume-title":"Proceedings of the Fourth International Conference on Weblogs and Social Media (ICWSM \u201910)","author":"M Cha","year":"2010","unstructured":"Cha, M., Haddadi, H., Benevenuto, F., Gummadi, P.K.: Measuring user influence in twitter: the million follower fallacy. In: Cohen, W.W., Gosling, S. (eds.) Proceedings of the Fourth International Conference on Weblogs and Social Media (ICWSM \u201910). AAAI, Palo Alto, California (2010)"},{"issue":"4","key":"12_CR5","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1016\/j.intmar.2009.07.004","volume":"23","author":"V Dhar","year":"2009","unstructured":"Dhar, V., Chang, E.: Does Chatter Matter? The Impact of User-Generated Content on Music Sales. Journal of Interactive Marketing, 23(4), 300\u2013307 (2009)","journal-title":"The Impact of User-Generated Content on Music Sales. Journal of Interactive Marketing"},{"key":"12_CR6","unstructured":"Friedman, J., Hastie, T., Tibshirani, R.: Additive Logistic Regression: A Statistical View of Boosting. Annals of Statistics, Vol. 28 (1998)"},{"key":"12_CR7","unstructured":"Glance, N.S., Hurst, M., Tomokiyo, T.: Blogpulse: automated trend discovery for weblogs. In: WWW 2004 Workshop on the Weblogging Ecosystem: Aggregation, Analysis and Dynamics, ACM (2004)"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Goetz, M, Leskovec, J., Mcglohon, M., Faloutsos, C.: Modeling blog dynamics. In: International Conference on Weblogs and Social Media. AAAI, Menlo Park (2009)","DOI":"10.1609\/icwsm.v3i1.13941"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Gruhl, D., Guha, R., Nowell, D.L., Tomkins, A.: Information diffusion through blogspace. In: WWW \u201904: Proceedings of the 13th International Conference on World Wide Web, pp. 491\u2013501. ACM, New York (2004)","DOI":"10.1145\/988672.988739"},{"key":"12_CR10","doi-asserted-by":"crossref","unstructured":"Gruhl, D., Guha, R., Kumar, R., Novak, J., Tomkins, A.: The predictive power of online chatter. In: KDD \u201905: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery in Data Mining, pp. 78\u201387. ACM, New York (2005)","DOI":"10.1145\/1081870.1081883"},{"key":"12_CR11","doi-asserted-by":"crossref","unstructured":"Holmes, G., Pfahringer, B., Kirkby, R., Frank, E., Hall, M.: Multiclass alternating decision trees. In: ECML \u201902: Proceedings of the 13th European Conference on Machine Learning, pp.\u00a0161\u2013172. Springer, London (2002)","DOI":"10.1007\/3-540-36755-1_14"},{"issue":"1","key":"12_CR12","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1022631118932","volume":"11","author":"RC Holte","year":"1993","unstructured":"Holte, R.C.: Very simple classification rules perform well on most commonly used datasets. Mach. Learn. 11(1), 63\u201390 (1993)","journal-title":"Mach. Learn."},{"key":"12_CR13","unstructured":"John, G.H., Langley, P.: Estimating continuous distributions in bayesian classifiers. UAI\u201995 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence, pp.\u00a0338\u2013345. Morgan Kaufmann Publishers Inc. San Francisco, CA, USA (1995)"},{"issue":"1\/2","key":"12_CR14","doi-asserted-by":"publisher","first-page":"81","DOI":"10.2307\/2332226","volume":"30","author":"MG Kendall","year":"1938","unstructured":"Kendall, M.G.: A new measure of rank correlation. Biometrika 30(1\/2), 81\u201393 (1938)","journal-title":"Biometrika"},{"key":"12_CR15","first-page":"174","volume-title":"Proceedings of the 8th European Conference on Machine Learning (ECML \u201995), Heraclion","author":"R Kohavi","year":"1995","unstructured":"Kohavi, R.: The power of decision tables. In: Lavrac, N., Wrobel, S. (eds.) Proceedings of the 8th European Conference on Machine Learning (ECML \u201995), Heraclion, pp. 174\u2013189. Springer, Berlin\/Heidelberg (1995)"},{"key":"12_CR16","doi-asserted-by":"crossref","unstructured":"Kwak, H., Lee, C., Park, H., Moon, S.: What is Twitter, a social network or a news media? In: Proceedings of the 19th International Conference on World Wide Web (WWW \u201910), pp.\u00a0591\u2013600. ACM, New York (2010)","DOI":"10.1145\/1772690.1772751"},{"key":"12_CR17","doi-asserted-by":"crossref","unstructured":"Lerman, K., Ghosh, R.: Information contagion: an empirical study of spread of news on Digg and Twitter social networks. In: Proceedings of 4th International Conference on Weblogs and Social Media (ICWSM \u201910), AAAI, Palo Alto, California, May 2010","DOI":"10.1609\/icwsm.v4i1.14021"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Mcglohon, M., Faloutsos, C., Glance, N., Hurst, M.: Cascading behavior in large blog graphs. In: Society of Applied and Industrial Mathematics: Data Mining (SDM07), SIAM, Society for Industrial and Applied Mathematics, Philadelphia, April 2007","DOI":"10.1137\/1.9781611972771.60"},{"key":"12_CR19","doi-asserted-by":"crossref","unstructured":"Liu, Y., Huang, X., An, A., Yu, X.: Arsa: a sentiment-aware model for predicting sales performance using blogs. In: SIGIR \u201907: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, New York (2007)","DOI":"10.1145\/1277741.1277845"},{"key":"12_CR20","unstructured":"McGlohon, M., Leskovec, J., Faloutsos, C., Hurst, M., Glance, N.: Finding patterns in blog shapes and blog evolution. In: International Conference on Weblogs and Social Media, Boulder. Carnegie Mellon University, School of Computer Science, Machine, Pittsburgh (2007)"},{"key":"12_CR21","doi-asserted-by":"crossref","unstructured":"Obradovic, D., Baumann, S., Dengel, A.: A social network analysis and mining methodology for the monitoring of specific domains in the blogosphere. In: 2010 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2010), pp. 1\u20138. IEEE, Los Alamitos (2010)","DOI":"10.1109\/ASONAM.2010.36"},{"key":"12_CR22","doi-asserted-by":"crossref","unstructured":"Platt, J.C.: Fast Training of Support Vector Machines Using Sequential Minimal Optimization, pp. 185\u2013208. MIT, Cambridge (1999)","DOI":"10.7551\/mitpress\/1130.003.0016"},{"issue":"9","key":"12_CR23","doi-asserted-by":"publisher","first-page":"1481","DOI":"10.1109\/5.58326","volume":"78","author":"T Poggio","year":"1990","unstructured":"Poggio, T. Girosi, F.: Networks for approximation and learning. Proc. IEEE 78(9), 1481\u20131497 (1990)","journal-title":"Proc. IEEE"},{"key":"12_CR24","volume-title":"Blogs as predictors of movie success","author":"E Sadikov","year":"2009","unstructured":"Sadikov, E., Parameswaran, A., Venetis, P.: Blogs as predictors of movie success. Technical report, Stanford University (2009)"},{"key":"12_CR25","doi-asserted-by":"crossref","unstructured":"Sakaki, T., Okazaki, M., Matsuo, Y.: Earthquake shakes Twitter users: real-time event detection by social sensors. In: Proceedings of the 19th International Conference on World Wide Web (WWW \u201910), pp. 851\u2013860. ACM, New York (2010)","DOI":"10.1145\/1772690.1772777"},{"key":"12_CR26","volume-title":"Who are the bloggers?","author":"M Sussman","year":"2009","unstructured":"Sussman, M.: Who are the bloggers? The what and why of blogging. Technical report, Technorati Media (2009)"},{"key":"12_CR27","unstructured":"Technorati: State of the blogosphere 2008. Technical report, Technorati Media (2008)"},{"key":"12_CR28","doi-asserted-by":"crossref","unstructured":"Weng, J., Lim, E.P., He, Q., Leung, C.W.K.: What do people want in microblogs? measuring interestingness of hashtags in twitter. In: Proceedings of the 2010 IEEE International Conference on Data Mining, ICDM \u201910, pp. 1121\u20131126. IEEE Computer Society, Washington, DC (2010)","DOI":"10.1109\/ICDM.2010.34"},{"key":"12_CR29","doi-asserted-by":"crossref","unstructured":"Yang, J., Leskovec, J.: Patterns of temporal variation in online media. In: Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, WSDM \u201911. ACM, New York (2011)","DOI":"10.1145\/1935826.1935863"}],"container-title":["Lecture Notes in Social Networks","The Influence of Technology on Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-7091-1346-2_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,14]],"date-time":"2023-02-14T16:56:18Z","timestamp":1676393778000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-7091-1346-2_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12,21]]},"ISBN":["9783709113455","9783709113462"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-7091-1346-2_12","relation":{},"ISSN":["2190-5428","2190-5436"],"issn-type":[{"type":"print","value":"2190-5428"},{"type":"electronic","value":"2190-5436"}],"subject":[],"published":{"date-parts":[[2012,12,21]]},"assertion":[{"value":"21 December 2012","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}