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Volumn , Issue , 2014, Pages 731-740

Identifying and labeling search tasks via query-based hawkes processes

Author keywords

hawkes process; latent dirichlet allocation; search task; variational inference

Indexed keywords


EID: 84907030787     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2623330.2623679     Document Type: Conference Paper
Times cited : (54)

References (37)
  • 1
    • 84866599212 scopus 로고    scopus 로고
    • Search, interrupted: Understanding and predicting search task continuation
    • E. Agichtein, R. W. White, S. T. Dumais, and P. N. Bennett. Search, interrupted: understanding and predicting search task continuation. In SIGIR, pages 315-324, 2012.
    • SIGIR , vol.2012 , pp. 315-324
    • Agichtein, E.1    White, R.W.2    Dumais, S.T.3    Bennett, P.N.4
  • 2
    • 83055161599 scopus 로고    scopus 로고
    • Behavior-driven clustering of queries into topics
    • New York, NY, USA, ACM
    • L. M. Aiello, D. Donato, U. Ozertem, and F. Menczer. Behavior-driven clustering of queries into topics. In CIKM, pages 1373-1382, New York, NY, USA, 2011. ACM.
    • (2011) CIKM , pp. 1373-1382
    • Aiello, L.M.1    Donato, D.2    Ozertem, U.3    Menczer, F.4
  • 4
    • 84907033337 scopus 로고    scopus 로고
    • AOL
    • AOL. http://gregsadetsky.com/aol-data/.
  • 5
    • 36849087956 scopus 로고    scopus 로고
    • Extracting semantic relations from query logs
    • New York, NY, USA, ACM
    • R. Baeza-Yates and A. Tiberi. Extracting semantic relations from query logs. KDD, pages 76-85, New York, NY, USA, 2007. ACM.
    • (2007) KDD , pp. 76-85
    • Baeza-Yates, R.1    Tiberi, A.2
  • 6
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for dirichlet process mixtures
    • D. Blei and M. Jordan. Variational inference for dirichlet process mixtures. In Bayesian Analysis, volume 1, pages 121-144, 2005.
    • (2005) Bayesian Analysis , vol.1 , pp. 121-144
    • Blei, D.1    Jordan, M.2
  • 8
    • 84877732166 scopus 로고    scopus 로고
    • Modelling reciprocating relationships with hawkes processes
    • C. Blundell, K. A. Heller, and J. M. Beck. Modelling reciprocating relationships with hawkes processes. NIPS, 2012.
    • (2012) NIPS
    • Blundell, C.1    Heller, K.A.2    Beck, J.M.3
  • 9
    • 65449160200 scopus 로고    scopus 로고
    • Context-aware query suggestion by mining click-through and session data
    • H. Cao, D. Jiang, J. Pei, Q. He, Z. Liao, E. Chen, and H. Li. Context-aware query suggestion by mining click-through and session data. In KDD, pages 875-883, 2008.
    • (2008) KDD , pp. 875-883
    • Cao, H.1    Jiang, D.2    Pei, J.3    He, Q.4    Liao, Z.5    Chen, E.6    Li, H.7
  • 12
    • 72449122369 scopus 로고    scopus 로고
    • Entropy-biased models for query representation on the click graph
    • New York, NY, USA, ACM
    • H. Deng, I. King, and M. R. Lyu. Entropy-biased models for query representation on the click graph. SIGIR, pages 339-346, New York, NY, USA, 2009. ACM.
    • (2009) SIGIR , pp. 339-346
    • Deng, H.1    King, I.2    Lyu, M.R.3
  • 13
    • 79952929383 scopus 로고    scopus 로고
    • Affine point processes and portfolio credit risk
    • Sep
    • E. Errais, K. Giesecke, and L. R. Goldberg. Affine point processes and portfolio credit risk. SIAM J. Fin. Math., 1(1):642-665, Sep 2010.
    • (2010) SIAM J. Fin. Math. , vol.1 , Issue.1 , pp. 642-665
    • Errais, E.1    Giesecke, K.2    Goldberg, L.R.3
  • 14
    • 0002920214 scopus 로고
    • Spectra of some self-exciting and mutually exciting point processes
    • A. G. Hawkes. Spectra of some self-exciting and mutually exciting point processes. Biometrika, 58:83-90, 1971.
    • (1971) Biometrika , vol.58 , pp. 83-90
    • Hawkes, A.G.1
  • 15
    • 0036722216 scopus 로고    scopus 로고
    • Combining evidence for automatic web session identification
    • D. He, A. Göker, and D. J. Harper. Combining evidence for automatic web session identification. Inf. Process. Manage., 38(5):727-742, 2002.
    • (2002) Inf. Process. Manage. , vol.38 , Issue.5 , pp. 727-742
    • He, D.1    Göker, A.2    Harper, D.J.3
  • 16
    • 85162005069 scopus 로고    scopus 로고
    • Online learning for latent dirichlet allocation
    • M. D. Hoffman, D. M. Blei, and F. Bach. Online learning for latent dirichlet allocation. In NIPS, 2010.
    • (2010) NIPS
    • Hoffman, M.D.1    Blei, D.M.2    Bach, F.3
  • 17
    • 84874231980 scopus 로고    scopus 로고
    • Identifying users' topical tasks in web search
    • W. Hua, Y. Song, H. Wang, and X. Zhou. Identifying users' topical tasks in web search. In WSDM, pages 93-102, 2013.
    • (2013) WSDM , pp. 93-102
    • Hua, W.1    Song, Y.2    Wang, H.3    Zhou, X.4
  • 18
    • 67650044839 scopus 로고    scopus 로고
    • Beyond the session timeout: Automatic hierarchical segmentation of search topics in query logs
    • R. Jones and K. L. Klinkner. Beyond the session timeout: automatic hierarchical segmentation of search topics in query logs. In CIKM, pages 699-708, 2008.
    • (2008) CIKM , pp. 699-708
    • Jones, R.1    Klinkner, K.L.2
  • 21
    • 84889599734 scopus 로고    scopus 로고
    • Dyadic event attribution in social networks with mixtures of hawkes processes
    • New York, NY, USA, ACM
    • L. Li and H. Zha. Dyadic event attribution in social networks with mixtures of hawkes processes. CIKM, pages 1667-1672, New York, NY, USA, 2013. ACM.
    • (2013) CIKM , pp. 1667-1672
    • Li, L.1    Zha, H.2
  • 23
    • 79952409419 scopus 로고    scopus 로고
    • Identifying task-based sessions in search engine query logs
    • C. Lucchese, S. Orlando, R. Perego, F. Silvestri, and G. Tolomei. Identifying task-based sessions in search engine query logs. In WSDM, pages 277-286, 2011.
    • (2011) WSDM , pp. 277-286
    • Lucchese, C.1    Orlando, S.2    Perego, R.3    Silvestri, F.4    Tolomei, G.5
  • 25
    • 0012346731 scopus 로고
    • Statistical models for earthquake occurrences and residual analysis for point processes
    • Y. Ogata. Statistical models for earthquake occurrences and residual analysis for point processes. Journal of the American Statistical Association., 83(401):9-27, 1988.
    • (1988) Journal of the American Statistical Association , vol.83 , Issue.401 , pp. 9-27
    • Ogata, Y.1
  • 26
    • 84870267209 scopus 로고    scopus 로고
    • Self-exciting hurdle models for terrorist activity
    • M. D. Porter and G. White. Self-exciting hurdle models for terrorist activity. The Annals of Applied Statistics, 6(1):106-124, 2011.
    • (2011) The Annals of Applied Statistics , vol.6 , Issue.1 , pp. 106-124
    • Porter, M.D.1    White, G.2
  • 28
    • 24744471176 scopus 로고    scopus 로고
    • Multitasking web search on vivisimo.Com
    • A. Spink, S. Koshman, M. Park, C. Field, and B. J. Jansen. Multitasking web search on vivisimo.com. In ITCC (2), pages 486-490, 2005.
    • (2005) ITCC , Issue.2 , pp. 486-490
    • Spink, A.1    Koshman, S.2    Park, M.3    Field, C.4    Jansen, B.J.5
  • 29
    • 80055091138 scopus 로고    scopus 로고
    • Reconstruction of missing data in social networks based on temporal patterns of interactions
    • Nov
    • A. Stomakhin, M. B. Short, and A. L. Bertozzi. Reconstruction of missing data in social networks based on temporal patterns of interactions. Inverse Problems., 27(11), Nov 2011.
    • (2011) Inverse Problems. , vol.27 , Issue.11
    • Stomakhin, A.1    Short, M.B.2    Bertozzi, A.L.3
  • 30
    • 84893063975 scopus 로고    scopus 로고
    • Learning to extract cross-session search tasks
    • H. Wang, Y. Song, M.-W. Chang, X. He, R. W.White, and W. Chu. Learning to extract cross-session search tasks. In WWW, pages 1353-1364, 2013.
    • (2013) WWW , pp. 1353-1364
    • Wang, H.1    Song, Y.2    Chang, M.-W.3    He, X.4    White, R.W.5    Chu, W.6
  • 31
    • 70449596842 scopus 로고    scopus 로고
    • Spatial latent dirichlet allocation
    • X. Wang and E. Grimson. Spatial latent dirichlet allocation. NIPS, pages 1577-1584, 2007.
    • (2007) NIPS , pp. 1577-1584
    • Wang, X.1    Grimson, E.2
  • 32
    • 84866021115 scopus 로고    scopus 로고
    • Tm-lda: Efficient online modeling of latent topic transitions in social media
    • New York, NY, USA, ACM
    • Y. Wang, E. Agichtein, and M. Benzi. Tm-lda: efficient online modeling of latent topic transitions in social media. In KDD, pages 123-131, New York, NY, USA, 2012. ACM.
    • (2012) KDD , pp. 123-131
    • Wang, Y.1    Agichtein, E.2    Benzi, M.3
  • 33
    • 84893124534 scopus 로고    scopus 로고
    • Enhancing personalized search by mining and modeling task behavior
    • R. W.White, W. Chu, A. Hassan, X. He, Y. Song, and H. Wang. Enhancing personalized search by mining and modeling task behavior. In WWW, pages 1411-1420, 2013.
    • (2013) WWW , pp. 1411-1420
    • White, R.W.1    Chu, W.2    Hassan, A.3    He, X.4    Song, Y.5    Wang, H.6
  • 34
    • 84907032222 scopus 로고    scopus 로고
    • Mixture of mutually exciting processes for viral diffusion
    • S. Yang and H. Zha. Mixture of mutually exciting processes for viral diffusion. In ICML, volume 28, pages 1-9, 2013.
    • (2013) ICML , vol.28 , pp. 1-9
    • Yang, S.1    Zha, H.2
  • 35
    • 84864521921 scopus 로고    scopus 로고
    • Point process modelling of the afghan war diary
    • July
    • A. Z.-Mangion, M. Dewarc, V. Kadirkamanathand, and G. Sanguinetti. Point process modelling of the afghan war diary. PNAS, 109(31):12414-12419, July 2012.
    • (2012) PNAS , vol.109 , Issue.31 , pp. 12414-12419
    • Z-Mangion, A.1    Dewarc, M.2    Kadirkamanathand, V.3    Sanguinetti, G.4
  • 36
    • 67649855128 scopus 로고    scopus 로고
    • Mining search engine query logs for query recommendation
    • New York,NY, USA, ACM
    • Z. Zhang and O. Nasraoui. Mining search engine query logs for query recommendation. In WWW, pages 1039-1040, New York,NY, USA, 2006. ACM.
    • (2006) WWW , pp. 1039-1040
    • Zhang, Z.1    Nasraoui, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.