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Volumn , Issue , 2013, Pages 821-828

Toward the next generation of recruitment tools: An online social network-based job recommender system

Author keywords

Content based recommender system; Social networks; Social recruiting; Support vector machines

Indexed keywords

LEARNING ALGORITHMS; SOCIAL NETWORKING (ONLINE); SUPPORT VECTOR MACHINES;

EID: 84893216533     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2492517.2500266     Document Type: Conference Paper
Times cited : (97)

References (28)
  • 1
    • 37249053884 scopus 로고    scopus 로고
    • Social network sites: Definition, history, and scholarship
    • D. M. Boyd and N. B. Ellison, "Social network sites: Definition, history, and scholarship," Journal of Computer-Mediated Communication, vol. 13, no. 1, pp. 210-230, 2008.
    • (2008) Journal of Computer-Mediated Communication , vol.13 , Issue.1 , pp. 210-230
    • Boyd, D.M.1    Ellison, N.B.2
  • 2
    • 33847704486 scopus 로고    scopus 로고
    • E-commerce product recommendation agents: Use, characteristics, and impact
    • Society for Information Management and The Management Information Systems Research Center Minneapolis, MN, USA March
    • B. Xiao and I. Benbasat, "E-commerce product recommendation agents: use, characteristics, and impact," in MIS Quarterly, vol. 31, no. 1. Society for Information Management and The Management Information Systems Research Center Minneapolis, MN, USA, March 2007, pp. 137-209.
    • (2007) MIS Quarterly , vol.31 , Issue.1 , pp. 137-209
    • Xiao, B.1    Benbasat, I.2
  • 3
    • 0037252945 scopus 로고    scopus 로고
    • Amazon.com recommendations: Item-to-item collaborative filtering
    • Jan
    • G. Linden, B. Smith, and J. York, "Amazon.com recommendations: Item-to-item collaborative filtering," IEEE Internet Computing, vol. 7, no. 1, pp. 76-80, Jan. 2003.
    • (2003) IEEE Internet Computing , vol.7 , Issue.1 , pp. 76-80
    • Linden, G.1    Smith, B.2    York, J.3
  • 5
    • 84892428296 scopus 로고    scopus 로고
    • Feb
    • "Facebook," Feb. 2013. [Online]. Available: http://newsroom.fb.com/Key-Facts
    • (2013) Facebook
  • 6
    • 84893247970 scopus 로고    scopus 로고
    • May
    • May 2012. [Online]. Available: http://www.go-gulf.com/blog/social- networking-user/
    • (2012)
  • 7
    • 20844435854 scopus 로고    scopus 로고
    • Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions
    • Jun
    • G. Adomavicius and A. Tuzhilin, "Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions," IEEE Trans. on Knowl. and Data Eng., vol. 17, no. 6, pp. 734-749, Jun. 2005.
    • (2005) IEEE Trans. on Knowl. and Data Eng , vol.17 , Issue.6 , pp. 734-749
    • Adomavicius, G.1    Tuzhilin, A.2
  • 11
    • 77955469205 scopus 로고    scopus 로고
    • Combining content-based and collaborative recommendations: A hybrid approach based on bayesian networks
    • L. M. de Campos, J. M. Fernández-Luna, J. F. Huete, and M. A. Rueda-Morales, "Combining content-based and collaborative recommendations: A hybrid approach based on bayesian networks." Int. J. Approx. Reasoning, vol. 51, no. 7, pp. 785-799, 2010.
    • (2010) Int. J. Approx. Reasoning , vol.51 , Issue.7 , pp. 785-799
    • De Campos, L.M.1    Fernández-Luna, J.M.2    Huete, J.F.3    Rueda-Morales, M.A.4
  • 14
    • 0031103679 scopus 로고    scopus 로고
    • Fab: Content-based, collaborative recommendation
    • Mar
    • M. Balabanovic and Y. Shoham, "Fab: Content-based, collaborative recommendation," Comm. ACM, vol. 40, no. 3, pp. 66-72, Mar. 1997.
    • (1997) Comm ACM , vol.40 , Issue.3 , pp. 66-72
    • Balabanovic, M.1    Shoham, Y.2
  • 16
    • 0001560952 scopus 로고
    • Relevance feedback in information retrieval
    • ser Prentice-Hall Series in Automatic Computation, G. Salton, Ed. Prentice-Hall, Englewood Cliffs NJ, ch. 14
    • J. J. Rocchio, "Relevance feedback in information retrieval," in The SMART Retrieval System: Experiments in Automatic Document Processing, ser. Prentice-Hall Series in Automatic Computation, G. Salton, Ed. Prentice-Hall, Englewood Cliffs NJ, 1971, ch. 14, pp. 313-323.
    • (1971) The SMART Retrieval System: Experiments in Automatic Document Processing , pp. 313-323
    • Rocchio, J.J.1
  • 17
    • 84880129466 scopus 로고    scopus 로고
    • Slope one predictors for online rating-based collaborative filtering
    • D. Lemire and A. Maclachlan, "Slope one predictors for online rating-based collaborative filtering," in Proceedings of SIAM Data Mining (SDM'05), 2005. [Online]. Available: http://www.daniel-lemire.com/fr/documents/ publications/lemiremaclachlansdm05.pdf
    • (2005) Proceedings of SIAM Data Mining (SDM'05)
    • Lemire, D.1    Maclachlan, A.2
  • 22
    • 0031168547 scopus 로고    scopus 로고
    • Learning and revising user profiles: The identification of interesting web sites
    • M. Pazzani and D. Billsus, "Learning and revising user profiles: The identification of interesting web sites," Machine Learning, vol. 27, pp. 313-331, 1997.
    • (1997) Machine Learning , vol.27 , pp. 313-331
    • Pazzani, M.1    Billsus, D.2
  • 23
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with suport vector machines: Learning with many relevant features
    • London, UK, UK: Springer Verlag
    • T. Joachims, "Text categorization with suport vector machines: Learning with many relevant features," in Proceedings of the 10th European Conference on Machine Learning, ser. ECML '98. London, UK, UK: Springer-Verlag, 1998, pp. 137-142.
    • (1998) Proceedings of the 10th European Conference on Machine Learning, Ser. ECML '98 , pp. 137-142
    • Joachims, T.1
  • 24
    • 84874910723 scopus 로고    scopus 로고
    • Machine learning approach to identifying the dataset threshold for the performance estimators in supervised learning
    • Sept
    • Z. Omary and F. Mtenzi, "Machine learning approach to identifying the dataset threshold for the performance estimators in supervised learning," International Journal for Infonomics (IJI), vol. 3, Sept. 2010.
    • (2010) International Journal for Infonomics (IJI) , vol.3
    • Omary, Z.1    Mtenzi, F.2
  • 25
    • 0004217877 scopus 로고
    • 2nd ed. Newton, MA, USA: Butterworth Heinemann
    • C. J. V. Rijsbergen, Information Retrieval, 2nd ed. Newton, MA, USA: Butterworth-Heinemann, 1979.
    • (1979) Information Retrieval
    • Rijsbergen, C.J.V.1
  • 26
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, "Support-vector networks," in Machine Learning, 1995, pp. 273-297.
    • (1995) Machine Learning , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 27
    • 79955702502 scopus 로고    scopus 로고
    • Libsvm: A library for support vector machines
    • May
    • C.-C. Chang and C.-J. Lin, "Libsvm: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, pp. 27:1-27:27, May 2011.
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2
  • 28
    • 78449268828 scopus 로고    scopus 로고
    • An approach for classification of highly imbalanced data using weighting and undersampling
    • A. Anand, G. Pugalenthi, G. B. Fogel, and P. N. Suganthan, "An approach for classification of highly imbalanced data using weighting and undersampling." Amino Acids, vol. 39, no. 5, pp. 1385-91, 2010
    • (2010) Amino Acids , vol.39 , Issue.5 , pp. 1385-1391
    • Anand, A.1    Pugalenthi, G.2    Fogel, G.B.3    Suganthan, P.N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.