Explicitly and implicitly exploiting the hierarchical structure for mining website interests on news events

Information Sciences - Tập 420 - Trang 263-277 - 2017
Junyu Xuan1,2, Xiangfeng Luo1, Jie Lu2, Guangquan Zhang2
1School of Computer Engineering and Science, Shanghai University, 99 Shangda Road, Shanghai, China
2Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, PO Box 123, Broadway, NSW 2007, Sydney, Australia

Tài liệu tham khảo

Aberer, 2003, A framework for decentralized ranking in web information retrieval, 213 Andrews, 2010, The hidden Markov topic model: a probabilistic model of semantic representation, Top. Cogn. Sci., 2, 101, 10.1111/j.1756-8765.2009.01074.x Bao, 2012, Mining social emotions from affective text, IEEE Trans. Knowl. Data Eng., 24, 1658, 10.1109/TKDE.2011.188 Blei, 2007, A correlated topic model of science, Ann. Appl. Stat., 17, 10.1214/07-AOAS114 D.M. Blei, J.D. McAuliffe, Supervised topic models, arXiv:1003.0783v1 (2010). Blei, 2003, Latent Dirichlet allocation, J. Mach. Learn. Res., 3, 993 Chang, 2010, Hierarchical relational models for document networks, Ann. Appl. Stat., 4, 124, 10.1214/09-AOAS309 Davern, 2000, Content versus structure in information environments: a longitudinal analysis of website preferences, 564 Deerwester, 1990, Indexing by latent semantic analysis, J. Am. Soc. Inf. Sci., 41, 391, 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9 Feng, 2006, Aggregate rank: bringing order to web sites, 75 Fortunato, 2010, Community detection in graphs, Phys. Rep., 486, 75, 10.1016/j.physrep.2009.11.002 Girvan, 2002, Community structure in social and biological networks, Proc. Natl. Acad. Sci., 99, 7821, 10.1073/pnas.122653799 GM, 2011, Learning website hierarchies for keyword enrichment in contextual advertising, 425 Griffiths, 2005, Integrating topics and syntax, Adv. Neural Inf. Process Syst., 17, 537 Guo, 2009, Strank: a SiteRank algorithm using semantic relevance and time frequency, 4876 Hofmann, 1999, Probabilistic latent semantic indexing, 50 Kazienko, 2007, Adros-adaptive personalization of web advertising, Inf. Sci. (Ny), 177, 2269, 10.1016/j.ins.2007.01.002 Lancichinetti, 2009, Community detection algorithms: a comparative analysis, Phys. Rev. E, 80, 056117, 10.1103/PhysRevE.80.056117 Leskovec, 2010, Empirical comparison of algorithms for network community detection, 631 Lin, 2014, Personalized news recommendation via implicit social experts, Inf. Sci. (Ny), 254, 1, 10.1016/j.ins.2013.08.034 Liu, 2007, A link classification based approach to website topic hierarchy generation, 1127 Liu, 2009, Keyphrase extraction for labeling a website topic hierarchy, 81 Lu, 2015, Recommender system application developments: a survey, Decis. Support Syst., 74, 12, 10.1016/j.dss.2015.03.008 Luo, 2011, Building association link network for semantic link on web resources, IEEE Trans. Autom. Sci. Eng., 8, 482, 10.1109/TASE.2010.2094608 Mendes, 2012, Measuring website similarity using an entity-aware click graph, 1697 Mitrović, 2009, Spectral and dynamical properties in classes of sparse networks with mesoscopic inhomogeneities, Phys. Rev. E, 80, 026123, 10.1103/PhysRevE.80.026123 Nallapati, 2008, Joint latent topic models for text and citations, 542 Newman, 2006, Finding community structure in networks using the eigenvectors of matrices, Phys. Rev. E, 74, 036104, 10.1103/PhysRevE.74.036104 Poblete, 2006, A content and structure website mining model, 957 Qi, 2010, A new framework on website evaluation, 78 Raghavan, 2007, Near linear time algorithm to detect community structures in large-scale networks, Phys. Rev. E, 76, 036106, 10.1103/PhysRevE.76.036106 Rao, 2014, Sentiment topic models for social emotion mining, Inf. Sci. (Ny), 266, 90, 10.1016/j.ins.2013.12.059 Rosen-Zvi, 2010, Learning author-topic models from text corpora, ACM Trans. Inf. Syst., 28, 4, 10.1145/1658377.1658381 Wang, 2006, Topics over time: a non-Markov continuous-time model of topical trends, 424 Xie, 2011, On the effectiveness of subwords for lexical cohesion based story segmentation of Chinese broadcast news, Inf. Sci. (Ny), 181, 2873, 10.1016/j.ins.2011.02.013 Xuan, 2015, Topic model for graph mining, IEEE Trans. Cybern., 45, 2792, 10.1109/TCYB.2014.2386282 Xuan, 2016, Uncertainty analysis for the keyword system of web events, IEEE Trans. Syst. Man Cybern. Syst., 46, 829, 10.1109/TSMC.2015.2470645 Yang, 2011, Detecting communities and their evolutions in dynamic social networks: a Bayesian approach, Mach. Learn., 82, 157, 10.1007/s10994-010-5214-7 Zhao, 2011, Who is doing what and when: social map-based recommendation for content-centric social web sites, ACM Trans. Intell. Syst. Technol., 3, 5, 10.1145/2036264.2036269