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Volumn 24, Issue 4, 2015, Pages 467-491

Task assignment optimization in knowledge-intensive crowdsourcing

Author keywords

Collaborative crowdsourcing; Human factors; Knowledge intensive crowdsourcing; Optimization

Indexed keywords

ADAPTIVE ALGORITHMS; BUDGET CONTROL; HUMAN ENGINEERING; OPTIMIZATION;

EID: 84937968933     PISSN: 10668888     EISSN: 0949877X     Source Type: Journal    
DOI: 10.1007/s00778-015-0385-2     Document Type: Article
Times cited : (127)

References (52)
  • 1
    • 84949657184 scopus 로고    scopus 로고
    • Non-oblivious local search for max 2-ccsp with application to max dicut
    • Alimonti, P.: Non-oblivious local search for max 2-ccsp with application to max dicut. In: WG ’97, pp. 2–14 (1997)
    • (1997) WG ’97 , pp. 2-14
    • Alimonti, P.1
  • 3
    • 84996531373 scopus 로고    scopus 로고
    • Statistical quality estimation for general crowdsourcing tasks
    • Baba, Y., Kashima, H.: Statistical quality estimation for general crowdsourcing tasks. In: KDD (2013)
    • (2013) KDD
    • Baba, Y.1    Kashima, H.2
  • 5
    • 84900445179 scopus 로고    scopus 로고
    • Crowdsourcing multi-label classification for taxonomy creation
    • Bragg, J.M., Weld, D.S.: Crowdsourcing multi-label classification for taxonomy creation. In: HCOMP (2013)
    • (2013) HCOMP
    • Bragg, J.M.1    Weld, D.S.2
  • 6
    • 84937988136 scopus 로고    scopus 로고
    • Chai, K., Potdar, V., Dillon, T.: Content quality assessment related frameworks for social media. In: ICCSA ’09
    • Chai, K., Potdar, V., Dillon, T.: Content quality assessment related frameworks for social media. In: ICCSA ’09
  • 7
    • 84877806195 scopus 로고    scopus 로고
    • Breaking monotony with meaning: motivation in crowdsourcing markets
    • Chandler, D., Kapelner, A.: Breaking monotony with meaning: motivation in crowdsourcing markets. J. Econ. Behav. Organ. 90, 123–133 (2013)
    • (2013) J. Econ. Behav. Organ , vol.90 , pp. 123-133
    • Chandler, D.1    Kapelner, A.2
  • 8
    • 84855211825 scopus 로고    scopus 로고
    • Automatic assessment of document quality in web collaborative digital libraries
    • Dalip, D.H., Gonçalves, M.A., Cristo, M., Calado, P.: Automatic assessment of document quality in web collaborative digital libraries. JDIQ 2(3), 1–30 (2011)
    • (2011) JDIQ , vol.2 , Issue.3
    • Dalip, D.H.1    Gonçalves, M.A.2    Cristo, M.3    Calado, P.4
  • 10
    • 77954009273 scopus 로고    scopus 로고
    • Are your participants gaming the system? Screening mechanical turk workers
    • Downs, J.S., Holbrook, M.B., Sheng, S., Cranor, L.F.: Are your participants gaming the system? Screening mechanical turk workers. In: CHI ’10 (2010)
    • (2010) CHI ’10
    • Downs, J.S.1    Holbrook, M.B.2    Sheng, S.3    Cranor, L.F.4
  • 11
    • 46749125782 scopus 로고    scopus 로고
    • Maximizing non-monotone submodular functions
    • Feige, U., Mirrokni, V.S., Vondrák, J.: Maximizing non-monotone submodular functions. In: FOCS (2007)
    • (2007) FOCS
    • Feige, U.1    Mirrokni, V.S.2    Vondrák, J.3
  • 12
    • 84860868443 scopus 로고    scopus 로고
    • Feng, A., Franklin, M.J., Kossmann, D., Kraska, T., Madden, S., Ramesh, S., Wang, A., Xin, R.: Crowddb: Query processing with the vldb crowd. In: PVLDB 4(12)
    • Feng, A., Franklin, M.J., Kossmann, D., Kraska, T., Madden, S., Ramesh, S., Wang, A., Xin, R.: Crowddb: Query processing with the vldb crowd. In: PVLDB 4(12)
  • 13
    • 84941462186 scopus 로고
    • Computers and Intractability: A Guide to the Theory of NP-Completeness. WH Freeman & Co
    • Garey, M.R., Johnson, D.S.: Computers and Intractability: A Guide to the Theory of NP-Completeness. WH Freeman & Co, San Francisco (1979)
    • (1979) San Francisco
    • Garey, M.R.1    Johnson, D.S.2
  • 14
    • 84990940974 scopus 로고    scopus 로고
    • Allocating tasks to workers with matching constraints: truthful mechanisms for crowdsourcing markets
    • Goel, G., Nikzad, A., Singla, A.: Allocating tasks to workers with matching constraints: truthful mechanisms for crowdsourcing markets. In: WWW (2014)
    • (2014) WWW
    • Goel, G.1    Nikzad, A.2    Singla, A.3
  • 16
    • 84862686874 scopus 로고    scopus 로고
    • So who won? Dynamic max discovery with the crowd
    • Guo, S., Parameswaran, A.G., Garcia-Molina, H.: So who won? Dynamic max discovery with the crowd. In: SIGMOD, pp. 385–396 (2012)
    • (2012) SIGMOD , pp. 385-396
    • Guo, S.1    Parameswaran, A.G.2    Garcia-Molina, H.3
  • 18
    • 84880362739 scopus 로고    scopus 로고
    • Online task assignment in crowdsourcing markets
    • Ho, C.J., Vaughan, J.W.: Online task assignment in crowdsourcing markets. In: AAAI (2012)
    • (2012) AAAI
    • Ho, C.J.1    Vaughan, J.W.2
  • 20
    • 84864820063 scopus 로고    scopus 로고
    • Crowdsourcing: activities, incentives and users’ motivations to participate
    • Hossain, M.: Crowdsourcing: activities, incentives and users’ motivations to participate. In: ICIMTR (2012)
    • (2012) ICIMTR
    • Hossain, M.1
  • 21
    • 84909594574 scopus 로고    scopus 로고
    • Quizz: Targeted crowdsourcing with a billion (potential) users
    • Ipeirotis, P., Gabrilovich, E.: Quizz: Targeted crowdsourcing with a billion (potential) users. In: WWW (2014)
    • (2014) WWW
    • Ipeirotis, P.1    Gabrilovich, E.2
  • 22
    • 77956245055 scopus 로고    scopus 로고
    • Quality management on amazon mechanical turk
    • Ipeirotis, P.G., Provost, F., Wang, J.: Quality management on amazon mechanical turk. In: HCOMP (2010)
    • (2010) HCOMP
    • Ipeirotis, P.G.1    Provost, F.2    Wang, J.3
  • 23
    • 33846834126 scopus 로고    scopus 로고
    • A survey of trust and reputation systems for online service provision
    • Jøsang, A., Ismail, R., Boyd, C.: A survey of trust and reputation systems for online service provision. Decis. Support Syst. 43(2), 618–644 (2007)
    • (2007) Decis. Support Syst , vol.43 , Issue.2 , pp. 618-644
    • Jøsang, A.1    Ismail, R.2    Boyd, C.3
  • 24
    • 84876169188 scopus 로고    scopus 로고
    • Rules and roles vs. consensus: self-governed deliberative mass collaboration bureaucracies
    • Joyce, E., Pike, J.C., Butler, B.S.: Rules and roles vs. consensus: self-governed deliberative mass collaboration bureaucracies. Am. Behav. Sci. 57(5), 576–594 (2013)
    • (2013) Am. Behav. Sci , vol.57 , Issue.5 , pp. 576-594
    • Joyce, E.1    Pike, J.C.2    Butler, B.S.3
  • 26
    • 84865040057 scopus 로고    scopus 로고
    • Budget-optimal task allocation for reliable crowdsourcing systems
    • Karger, D.R., Oh, S., Shah, D.: Budget-optimal task allocation for reliable crowdsourcing systems. CoRR abs/1110.3564 (2011)
    • (2011) CoRR abs/1110 , pp. 3564
    • Karger, D.R.1    Oh, S.2    Shah, D.3
  • 27
    • 85076849448 scopus 로고    scopus 로고
    • More than fun and money. worker motivation in crowdsourcing—a study on mechanical turk
    • Kaufmann, N., Schulze, T., Veit, D.: More than fun and money. worker motivation in crowdsourcing—a study on mechanical turk. In: AMCIS (2011)
    • (2011) AMCIS
    • Kaufmann, N.1    Schulze, T.2    Veit, D.3
  • 28
    • 77954018062 scopus 로고    scopus 로고
    • Coordination in collective intelligence: the role of team structure and task interdependence
    • Kittur, A., Lee, B., Kraut, R.E.: Coordination in collective intelligence: the role of team structure and task interdependence. In: CHI (2009)
    • (2009) CHI
    • Kittur, A.1    Lee, B.2    Kraut, R.E.3
  • 30
    • 84937988145 scopus 로고    scopus 로고
    • Kulkarni, A., Can, M., Hartmann, B.: Collaboratively crowdsourcing workflows with turkomatic. In: CSCW ’12
    • Kulkarni, A., Can, M., Hartmann, B.: Collaboratively crowdsourcing workflows with turkomatic. In: CSCW ’12
  • 31
    • 70450277745 scopus 로고    scopus 로고
    • Is Wikipedia growing a longer tail?
    • Lam, S.T.K., Riedl, J.: Is Wikipedia growing a longer tail? In: GROUP ’09 (2009)
    • (2009) GROUP ’09
    • Lam, S.T.K.1    Riedl, J.2
  • 32
    • 84900656722 scopus 로고    scopus 로고
    • A quality enhancement of crowdsourcing based on quality evaluation and user-level task assignment framework
    • Lee, S., Park, S., Park, S.: A quality enhancement of crowdsourcing based on quality evaluation and user-level task assignment framework. In: BIGCOMP (2014)
    • (2014) BIGCOMP
    • Lee, S.1    Park, S.2    Park, S.3
  • 33
    • 70350783867 scopus 로고    scopus 로고
    • Corpwiki: a self-regulating wiki to promote corporate collective intelligence through expert peer matching
    • Lykourentzou, I., Papadaki, K., Vergados, D.J., Polemi, D., Loumos, V.: Corpwiki: a self-regulating wiki to promote corporate collective intelligence through expert peer matching. Inf. Sci. 180(1), 18–38 (2010)
    • (2010) Inf. Sci , vol.180 , Issue.1 , pp. 18-38
    • Lykourentzou, I.1    Papadaki, K.2    Vergados, D.J.3    Polemi, D.4    Loumos, V.5
  • 34
    • 84898906670 scopus 로고    scopus 로고
    • Improving wiki article quality through crowd coordination: a resource allocation approach
    • Lykourentzou, I., Vergados, D.J., Naudet, Y.: Improving wiki article quality through crowd coordination: a resource allocation approach. Int. J. Semant. Web Inf. Syst. 9(3), 105–125 (2013)
    • (2013) Int. J. Semant. Web Inf. Syst. , vol.9 , Issue.3 , pp. 105-125
    • Lykourentzou, I.1    Vergados, D.J.2    Naudet, Y.3
  • 37
    • 85018117485 scopus 로고    scopus 로고
    • Crowdsourcing quality control for item ordering tasks
    • Matsui, T., Baba, Y., Kamishima, T., Hisashi, K.: Crowdsourcing quality control for item ordering tasks. In: HCOMP (2013)
    • (2013) HCOMP
    • Matsui, T.1    Baba, Y.2    Kamishima, T.3    Hisashi, K.4
  • 38
    • 0000095809 scopus 로고
    • An analysis of approximations for maximizing submodular set functions –I
    • Nemhauser, G. L., Wolsey, L. A., Fisher, M. L.: An analysis of approximations for maximizing submodular set functions –I. Math. Prog 14(1):265–294 (1978)
    • (1978) Math. Prog , vol.14 , Issue.1 , pp. 265-294
    • Nemhauser, G.L.1    Wolsey, L.A.2    Fisher, M.L.3
  • 39
    • 36749092836 scopus 로고    scopus 로고
    • The emergence of governance in an open source community
    • O’Mahony, S., Ferraro, F.: The emergence of governance in an open source community. Acad. Manag. J. 50(5), 1079–1106 (2007)
    • (2007) Acad. Manag. J , vol.50 , Issue.5 , pp. 1079-1106
    • O’Mahony, S.1    Ferraro, F.2
  • 41
    • 84891073325 scopus 로고    scopus 로고
    • Query optimization over crowdsourced data
    • Park, H., Widom, J.: Query optimization over crowdsourced data. In: VLDB (2013)
    • (2013) VLDB
    • Park, H.1    Widom, J.2
  • 45
    • 84863990079 scopus 로고    scopus 로고
    • A modified primal–dual logarithmic-barrier method for solving the optimal power flow problem with discrete and continuous control variables
    • Soler, E.M., de Sousa, V.A., da Costa, G.R.M.: A modified primal–dual logarithmic-barrier method for solving the optimal power flow problem with discrete and continuous control variables. Eur. J. Oper. Res. 222(3), 616–622 (2012)
    • (2012) Eur. J. Oper. Res , vol.222 , Issue.3 , pp. 616-622
    • Soler, E.M.1    de Sousa, V.A.2    da Costa, G.R.M.3
  • 46
    • 77952348721 scopus 로고    scopus 로고
    • Symmetry and approximability of submodular maximization problems
    • Vondrák, J.: Symmetry and approximability of submodular maximization problems. In: FOCS (2009)
    • (2009) FOCS
    • Vondrák, J.1
  • 49
    • 77951951247 scopus 로고    scopus 로고
    • Whose vote should count more: optimal integration of labels from labelers of unknown expertise
    • Whitehill, J., Ruvolo, P., Wu, T., Bergsma, J., Movellan, J.: Whose vote should count more: optimal integration of labels from labelers of unknown expertise. In: NIPS (2009)
    • (2009) NIPS
    • Whitehill, J.1    Ruvolo, P.2    Wu, T.3    Bergsma, J.4    Movellan, J.5
  • 50
    • 84898974524 scopus 로고    scopus 로고
    • A comparison of social, learning, and financial strategies on crowd engagement and output quality
    • Yu, L., André, P., Kittur, A., Kraut, R.: A comparison of social, learning, and financial strategies on crowd engagement and output quality. In: CSCW (2014)
    • (2014) CSCW
    • Yu, L.1    André, P.2    Kittur, A.3    Kraut, R.4
  • 51
    • 84875126635 scopus 로고    scopus 로고
    • Task recommendation in crowdsourcing systems
    • Yuen, M.C., King, I., Leung, K.S.: Task recommendation in crowdsourcing systems. In: CrowdKDD (2012)
    • (2012) CrowdKDD
    • Yuen, M.C.1    King, I.2    Leung, K.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.