메뉴 건너뛰기




Volumn 30, Issue 1, 2016, Pages 147-180

Link prediction using time series of neighborhood-based node similarity scores

Author keywords

Evolving networks; Link prediction; Network data; Node similarities; Social networks; Time series

Indexed keywords

RAPID THERMAL ANNEALING; SOCIAL NETWORKING (ONLINE); TIME SERIES;

EID: 84953838858     PISSN: 13845810     EISSN: 1573756X     Source Type: Journal    
DOI: 10.1007/s10618-015-0407-0     Document Type: Article
Times cited : (113)

References (44)
  • 1
    • 77951165273 scopus 로고    scopus 로고
    • Kolda TG (2009) Link prediction on evolving data using matrix and tensor factorizations
    • IEEE Computer Society, New York
    • Acar E, Dunlavy DM, Kolda TG (2009) Link prediction on evolving data using matrix and tensor factorizations. In: ICDM Workshops. IEEE Computer Society, New York, pp 262–269
    • ICDM Workshops , pp. 262-269
    • Acar, E.1    Dunlavy, D.M.2
  • 2
    • 10944272139 scopus 로고    scopus 로고
    • Friends and neighbors on the web
    • Adamic L, Adar E (2003) Friends and neighbors on the web. Soc Netw 25(20):211–230
    • (2003) Soc Netw , vol.25 , Issue.20 , pp. 211-230
    • Adamic, L.1    Adar, E.2
  • 3
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control 19(6):716–723
    • (1974) IEEE Trans Autom Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 4
    • 0035505591 scopus 로고    scopus 로고
    • Short-term hourly load forecasting using time-series modeling with peak load estimation capability
    • Amjady N (2001) Short-term hourly load forecasting using time-series modeling with peak load estimation capability. IEEE Trans Power Syst 16(3):498–505
    • (2001) IEEE Trans Power Syst , vol.16 , Issue.3 , pp. 498-505
    • Amjady, N.1
  • 6
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • Brin S, Page L (1998) The anatomy of a large-scale hypertextual web search engine. Comput Netw ISDN Syst 30(17):107–117
    • (1998) Comput Netw ISDN Syst , vol.30 , Issue.17 , pp. 107-117
    • Brin, S.1    Page, L.2
  • 7
    • 0009095416 scopus 로고
    • Springer series in statistics. Springer, New York
    • Brockwell P, Davis R (1991) Time series, 2nd edn. Springer series in statistics. Springer, New York
    • (1991) Time series
    • Brockwell, P.1    Davis, R.2
  • 8
    • 84953842180 scopus 로고    scopus 로고
    • Chen AC-L, Gao S, Karampelas P, Alhajj R, Rokne JG (2011) Finding hidden links in terrorist networks by checking indirect links of different sub-networks. In: Wiil UK (ed) Counterterrorism and open source intelligence, vol 2., Lecture Notes in Social Networks. Springer, Berlin, pp 143–158
    • Chen AC-L, Gao S, Karampelas P, Alhajj R, Rokne JG (2011) Finding hidden links in terrorist networks by checking indirect links of different sub-networks. In: Wiil UK (ed) Counterterrorism and open source intelligence, vol 2., Lecture Notes in Social Networks. Springer, Berlin, pp 143–158
  • 10
    • 84880050901 scopus 로고    scopus 로고
    • Proximity measures for link prediction based on temporal events
    • Da Silva Soares PR, Prudencio RBC (2013) Proximity measures for link prediction based on temporal events. Exp Syst Appl 40(16):6652–6660
    • (2013) Exp Syst Appl , vol.40 , Issue.16 , pp. 6652-6660
    • Da Silva Soares, P.R.1    Prudencio, R.B.C.2
  • 12
    • 24944485152 scopus 로고    scopus 로고
    • Short-term load forecasting, profile identification, and customer segmentation: a methodology based on periodic time series
    • Espinoza M, Joye C, Belmans R, DeMoor B (2005) Short-term load forecasting, profile identification, and customer segmentation: a methodology based on periodic time series. IEEE Trans Power Syst 20(3):1622–1630
    • (2005) IEEE Trans Power Syst , vol.20 , Issue.3 , pp. 1622-1630
    • Espinoza, M.1    Joye, C.2    Belmans, R.3    DeMoor, B.4
  • 14
    • 84894558883 scopus 로고    scopus 로고
    • Ga-tvrc-het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks
    • Güneş İ, Çataltepe Z, Gündüz-Öğüdücü Ş (2014) Ga-tvrc-het: genetic algorithm enhanced time varying relational classifier for evolving heterogeneous networks. Data Min Knowl Discov 28:670–701
    • (2014) Data Min Knowl Discov , vol.28 , pp. 670-701
    • Güneş, İ.1    Çataltepe, Z.2    Gündüz-Öğüdücü, Ş.3
  • 15
    • 84953842181 scopus 로고    scopus 로고
    • Hasan MA, Chaoji V, Salem S, Zaki M (2006) Link prediction using supervised learning. In: Proceedings of SDM 06 workshop on link analysis, counterterrorism and security
    • Hasan MA, Chaoji V, Salem S, Zaki M (2006) Link prediction using supervised learning. In: Proceedings of SDM 06 workshop on link analysis, counterterrorism and security
  • 16
    • 33747164453 scopus 로고    scopus 로고
    • Collaborative and structural recommendation of friends using weblog-based social network analysis. In: AAAI spring symposium on computational approaches to analyzing weblogs. AAAI
    • Hsu WH, King AL, Paradesi MSR, Pydimarri T, Weninger T (2006) Collaborative and structural recommendation of friends using weblog-based social network analysis. In: AAAI spring symposium on computational approaches to analyzing weblogs. AAAI, pp 55–60
    • (2006) pp 55–60
    • Hsu, W.H.1    King, A.L.2    Paradesi, M.S.R.3    Pydimarri, T.4    Weninger, T.5
  • 19
    • 67649958523 scopus 로고    scopus 로고
    • The time-series link prediction problem with applications in communication surveillance
    • Huang Z, Lin DKJ (2009) The time-series link prediction problem with applications in communication surveillance. INFORMS J Comput 21(2):286–303
    • (2009) INFORMS J Comput , vol.21 , Issue.2 , pp. 286-303
    • Huang, Z.1    Lin, D.K.J.2
  • 20
    • 0002827622 scopus 로고
    • A new status index derived from sociometric analysis
    • Katz L (1953) A new status index derived from sociometric analysis. Psychometrika 18(1):39–43
    • (1953) Psychometrika , vol.18 , Issue.1 , pp. 39-43
    • Katz, L.1
  • 22
    • 34249751638 scopus 로고    scopus 로고
    • The link-prediction problem for social networks
    • Liben-Nowell D, Kleinberg JM (2007) The link-prediction problem for social networks. JASIST 58(7):1019–1031
    • (2007) JASIST , vol.58 , Issue.7 , pp. 1019-1031
    • Liben-Nowell, D.1    Kleinberg, J.M.2
  • 24
    • 84883178331 scopus 로고    scopus 로고
    • Link prediction in complex networks: a local nave bayes model
    • Liu Z, Zhang Q-M, Lu L, Zhou T (2011) Link prediction in complex networks: a local nave bayes model, CoRR arXiv:1105.4005
    • (2011) CoRR arXiv , vol.1105 , pp. 4005
    • Liu, Z.1    Zhang, Q.-M.2    Lu, L.3    Zhou, T.4
  • 25
    • 70449094129 scopus 로고    scopus 로고
    • Similarity index based on local paths for link prediction of complex networks
    • Lü L, Jin C, Zhou T (2009) Similarity index based on local paths for link prediction of complex networks. Phys Rev E 80(4):046122
    • (2009) Phys Rev E , vol.80 , Issue.4 , pp. 046122
    • Lü, L.1    Jin, C.2    Zhou, T.3
  • 26
    • 79051468762 scopus 로고    scopus 로고
    • Link prediction in weighted networks: the role of weak ties
    • Lü L, Zhou T (2010) Link prediction in weighted networks: the role of weak ties. EPL (Europhys Lett) 89:18001
    • (2010) EPL (Europhys Lett) , vol.89 , pp. 18001
    • Lü, L.1    Zhou, T.2
  • 27
    • 78751613300 scopus 로고    scopus 로고
    • Link prediction in complex networks: a survey
    • Lu L, Zhou T (2011) Link prediction in complex networks: a survey. Phys A 390(6):11501170
    • (2011) Phys A , vol.390 , Issue.6 , pp. 11501170
    • Lu, L.1    Zhou, T.2
  • 28
    • 79960601554 scopus 로고    scopus 로고
    • A brief history of generative models for power law and lognormal distributions
    • Mitzenmacher M (2004) A brief history of generative models for power law and lognormal distributions. Internet Math 1(2):226–251
    • (2004) Internet Math , vol.1 , Issue.2 , pp. 226-251
    • Mitzenmacher, M.1
  • 29
    • 0000494582 scopus 로고    scopus 로고
    • Epidemic outbreaks in complex heterogeneous networks
    • Moreno Y, Pastor-Satorras R, Vespignani A (2002) Epidemic outbreaks in complex heterogeneous networks. Eur Phys J B 26(4):521–529
    • (2002) Eur Phys J B , vol.26 , Issue.4 , pp. 521-529
    • Moreno, Y.1    Pastor-Satorras, R.2    Vespignani, A.3
  • 30
  • 31
    • 0035420724 scopus 로고    scopus 로고
    • Clustering and preferential attachment in growing networks
    • Newman M (2001) Clustering and preferential attachment in growing networks. Phys Rev E 64(2):025102
    • (2001) Phys Rev E , vol.64 , Issue.2 , pp. 025102
    • Newman, M.1
  • 32
    • 34247527717 scopus 로고    scopus 로고
    • Prediction and ranking algorithms for event-based network data
    • O’Madadhain J, Hutchins J, Smyth P (2005) Prediction and ranking algorithms for event-based network data. SIGKDD Explor Newsl 7(2):23–30
    • (2005) SIGKDD Explor Newsl , vol.7 , Issue.2 , pp. 23-30
    • O’Madadhain, J.1    Hutchins, J.2    Smyth, P.3
  • 34
    • 65749115452 scopus 로고    scopus 로고
    • Temporality in link prediction: wnderstanding social complexity
    • Potgieter A, April A, Cooke RJ, Osunmakinde IO (2009) Temporality in link prediction: wnderstanding social complexity. Emergence 11(1):68–93
    • (2009) Emergence , vol.11 , Issue.1 , pp. 68-93
    • Potgieter, A.1    April, A.2    Cooke, R.J.3    Osunmakinde, I.O.4
  • 35
  • 41
    • 49749117074 scopus 로고    scopus 로고
    • Parthasarathy S (2007) Local probabilistic models for link prediction
    • IEEE Computer Society, New York
    • Wang C, Satuluri V, Parthasarathy S (2007) Local probabilistic models for link prediction. In: ICDM. IEEE Computer Society, New York, pp 322–331
    • ICDM , pp. 322-331
    • Wang, C.1    Satuluri, V.2
  • 42
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon F (1945) Individual comparisons by ranking methods. Biomet Bull 1:80–83
    • (1945) Biomet Bull , vol.1 , pp. 80-83
    • Wilcoxon, F.1
  • 43
    • 79953075316 scopus 로고    scopus 로고
    • Potential friend recommendation in online social network
    • IEEE/ACM Int’l conference on & Int’l conference on cyber, physical and social computing (CPSCom). IEEE, New York
    • Xie X (2010) Potential friend recommendation in online social network. In: Green computing and communications (GreenCom), 2010 IEEE/ACM Int’l conference on & Int’l conference on cyber, physical and social computing (CPSCom). IEEE, New York, pp 831–835
    • (2010) Green computing and communications (GreenCom) , vol.2010 , pp. 831-835
    • Xie, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.