메뉴 건너뛰기




Volumn 112, Issue 47, 2015, Pages 14569-14574

Choosing experiments to accelerate collective discovery

Author keywords

Complex networks; Computational biology; Innovation; Science of science; Sociology of science

Indexed keywords

COMPUTER ANALYSIS; CONFERENCE PAPER; EXPERIMENT; HUMAN; MATHEMATICAL MODEL; PRIORITY JOURNAL; RESEARCH; SCIENCE; SCIENTIST; SIMULATION; HIGH RISK BEHAVIOR; PUBLICATION; QUALITATIVE RESEARCH;

EID: 84948160271     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1509757112     Document Type: Article
Times cited : (189)

References (66)
  • 2
    • 84942895433 scopus 로고    scopus 로고
    • Tradition and innovation in scientists' research strategies
    • Foster JG, Rzhetsky A, Evans JA (2015) Tradition and innovation in scientists' research strategies. Am Sociol Rev 80(5):875-908.
    • (2015) Am Sociol Rev , vol.80 , Issue.5 , pp. 875-908
    • Foster, J.G.1    Rzhetsky, A.2    Evans, J.A.3
  • 3
    • 70450200212 scopus 로고    scopus 로고
    • Epistemic landscapes and the division of cognitive labor
    • Weisberg M, Muldoon R (2009) Epistemic landscapes and the division of cognitive labor. Philos Sci 76(2):225-252.
    • (2009) Philos Sci , vol.76 , Issue.2 , pp. 225-252
    • Weisberg, M.1    Muldoon, R.2
  • 4
    • 84856399780 scopus 로고    scopus 로고
    • Collaborative learning in networks
    • Mason W, Watts DJ (2012) Collaborative learning in networks. Proc Natl Acad Sci USA 109(3):764-769.
    • (2012) Proc Natl Acad Sci USA , vol.109 , Issue.3 , pp. 764-769
    • Mason, W.1    Watts, D.J.2
  • 6
    • 27144469033 scopus 로고    scopus 로고
    • Emergent behavior of growing knowledge about molecular interactions
    • Cokol M, Iossifov I, Weinreb C, Rzhetsky A (2005) Emergent behavior of growing knowledge about molecular interactions. Nat Biotechnol 23(10):1243-1247.
    • (2005) Nat Biotechnol , vol.23 , Issue.10 , pp. 1243-1247
    • Cokol, M.1    Iossifov, I.2    Weinreb, C.3    Rzhetsky, A.4
  • 8
    • 34547488336 scopus 로고    scopus 로고
    • Probing genetic overlap among complex human phenotypes
    • Rzhetsky A, Wajngurt D, Park N, Zheng T (2007) Probing genetic overlap among complex human phenotypes. Proc Natl Acad Sci USA 104(28):11694-11699.
    • (2007) Proc Natl Acad Sci USA , vol.104 , Issue.28 , pp. 11694-11699
    • Rzhetsky, A.1    Wajngurt, D.2    Park, N.3    Zheng, T.4
  • 9
    • 0002795153 scopus 로고
    • Main trends in recent philosophy: Two dogmas of empiricism
    • Quine WV (1951) Main Trends in Recent Philosophy: Two Dogmas of Empiricism. The Philosophical Review 60(1):20-43.
    • (1951) The Philosophical Review , vol.60 , Issue.1 , pp. 20-43
    • Quine, W.V.1
  • 12
    • 77957234836 scopus 로고    scopus 로고
    • Industry collaboration, scientific sharing and the dissemination of knowledge
    • Evans JA (2010) Industry collaboration, scientific sharing and the dissemination of knowledge. Soc Stud Sci 40(5):757-791.
    • (2010) Soc Stud Sci , vol.40 , Issue.5 , pp. 757-791
    • Evans, J.A.1
  • 14
    • 0038718854 scopus 로고    scopus 로고
    • The structure and function of complex networks
    • Newman M (2003) The structure and function of complex networks. SIAM Rev 45(2): 167-256.
    • (2003) SIAM Rev , vol.45 , Issue.2 , pp. 167-256
    • Newman, M.1
  • 15
    • 0036088113 scopus 로고    scopus 로고
    • Pharmgkb: The pharmacogenetics knowledge base
    • Hewett M, et al. (2002) PharmGKB: The pharmacogenetics knowledge base. Nucleic Acids Res 30(1):163-165.
    • (2002) Nucleic Acids Res , vol.30 , Issue.1 , pp. 163-165
    • Hewett, M.1
  • 16
    • 84864755176 scopus 로고    scopus 로고
    • Rewiring chemistry: Algorithmic discovery and experimental validation of one-pot reactions in the network of organic chemistry
    • Gothard CM, et al. (2012) Rewiring chemistry: Algorithmic discovery and experimental validation of one-pot reactions in the network of organic chemistry. Angew Chem Int Ed Engl 51(32):7922-7927.
    • (2012) Angew Chem Int Ed Engl , vol.51 , Issue.32 , pp. 7922-7927
    • Gothard, C.M.1
  • 17
    • 84886264828 scopus 로고    scopus 로고
    • Atypical combinations and scientific impact
    • Uzzi B, Mukherjee S, Stringer M, Jones B (2013) Atypical combinations and scientific impact. Science 342(6157):468-472.
    • (2013) Science , vol.342 , Issue.6157 , pp. 468-472
    • Uzzi, B.1    Mukherjee, S.2    Stringer, M.3    Jones, B.4
  • 19
    • 84929578557 scopus 로고    scopus 로고
    • Weaving the fabric of science: Dynamic network models of science's unfolding structure
    • Shi F, Foster JG, Evans JA (2015) Weaving the fabric of science: Dynamic network models of science's unfolding structure. Soc Networks 43:73-85.
    • (2015) Soc Networks , vol.43 , pp. 73-85
    • Shi, F.1    Foster, J.G.2    Evans, J.A.3
  • 20
    • 84977233757 scopus 로고
    • The specificity of the scientific field and the social conditions for the progress of reason
    • Bourdieu P (1975) The specificity of the scientific field and the social conditions for the progress of reason. Soc Sci Inf (Paris) 14(6):19-47.
    • (1975) Soc Sci Inf (Paris , vol.14 , Issue.6 , pp. 19-47
    • Bourdieu, P.1
  • 21
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • Barabasi AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509-512.
    • (1999) Science , vol.286 , Issue.5439 , pp. 509-512
    • Barabasi, A.L.1    Albert, R.2
  • 22
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • Watts DJ, Strogatz SH (1998) Collective dynamics of 'small-world' networks. Nature 393(6684):440-442.
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 23
    • 0343441557 scopus 로고    scopus 로고
    • Navigation in a small world
    • Kleinberg JM (2000) Navigation in a small world. Nature 406(6798):845.
    • (2000) Nature , vol.406 , Issue.6798 , pp. 845
    • Kleinberg, J.M.1
  • 26
    • 32444446121 scopus 로고    scopus 로고
    • Experimental study of inequality and unpredictability in an artificial cultural market
    • Salganik MJ, Dodds PS, Watts DJ (2006) Experimental study of inequality and unpredictability in an artificial cultural market. Science 311(5762):854-856.
    • (2006) Science , vol.311 , Issue.5762 , pp. 854-856
    • Salganik, M.J.1    Dodds, P.S.2    Watts, D.J.3
  • 28
    • 77149140806 scopus 로고    scopus 로고
    • Knowledge specialization, knowledge brokerage and the uneven growth of technology domains
    • Carnabuci G, Bruggeman J (2009) Knowledge specialization, knowledge brokerage and the uneven growth of technology domains. Soc Forces 88(2):607-641.
    • (2009) Soc Forces , vol.88 , Issue.2 , pp. 607-641
    • Carnabuci, G.1    Bruggeman, J.2
  • 30
    • 0001812752 scopus 로고
    • Exploration and exploitation in organizational learning
    • March JG (1991) Exploration and exploitation in organizational learning. Organ Sci 2(1):71-87.
    • (1991) Organ Sci , vol.2 , Issue.1 , pp. 71-87
    • March, J.G.1
  • 31
    • 0025265976 scopus 로고
    • Medical literature as a potential source of new knowledge
    • Swanson DR (1990) Medical literature as a potential source of new knowledge. Bull Med Libr Assoc 78(1):29-37.
    • (1990) Bull Med Libr Assoc , vol.78 , Issue.1 , pp. 29-37
    • Swanson, D.R.1
  • 32
    • 6344265551 scopus 로고    scopus 로고
    • Structural holes and good ideas
    • Burt RS (2004) Structural holes and good ideas. Am J Sociol 110(2):349-399.
    • (2004) Am J Sociol , vol.110 , Issue.2 , pp. 349-399
    • Burt, R.S.1
  • 33
    • 0037102646 scopus 로고    scopus 로고
    • Evolution of the social network of scientific collaborations
    • Barabasi AL, et al. (2002) Evolution of the social network of scientific collaborations. Physica A Stat Mech Appl 311(3-4):590-614.
    • (2002) Physica A Stat Mech Appl , vol.311 , Issue.3-4 , pp. 590-614
    • Barabasi, A.L.1
  • 34
    • 0034707204 scopus 로고    scopus 로고
    • Using blast for identifying gene and protein names in journal articles
    • Krauthammer M, Rzhetsky A, Morozov P, Friedman C (2000) Using BLAST for identifying gene and protein names in journal articles. Gene 259(1-2):245-252.
    • (2000) Gene , vol.259 , Issue.1-2 , pp. 245-252
    • Krauthammer, M.1    Rzhetsky, A.2    Morozov, P.3    Friedman, C.4
  • 35
    • 84881276723 scopus 로고    scopus 로고
    • Swift/t: Large-scale application composition via distributedmemory dataflow processing. 95-102
    • (Institute for Electrical and Electronics Engineers, New York)
    • Wozniak J, et al. (2013) Swift/T: Large-scale application composition via distributedmemory dataflow processing. 95-102. 13th International Symposium on Cluster, Cloud and Grid Computing (Institute for Electrical and Electronics Engineers, New York), pp 95-102.
    • (2013) 13th International Symposium on Cluster, Cloud and Grid Computing , pp. 95-102
    • Wozniak, J.1
  • 36
    • 84876565633 scopus 로고    scopus 로고
    • Turbine: A distributed-memory dataflow engine for extreme-scale many-task applications
    • (Association for Computing Machinery, New York)
    • Wozniak JM, et al. (2012) Turbine: A distributed-memory dataflow engine for extreme-scale many-task applications. Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies. (Association for Computing Machinery, New York), pp 5:1-5:12.
    • (2012) Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies , vol.5 , Issue.1-5 , pp. 12
    • Wozniak, J.M.1
  • 37
    • 33846563409 scopus 로고    scopus 로고
    • Why most published research findings are false
    • Ioannidis JP (2005) Why most published research findings are false. PLoS Med 2(8): e124.
    • (2005) PLoS Med , vol.2 , Issue.8 , pp. e124
    • Ioannidis, J.P.1
  • 38
    • 84908350439 scopus 로고    scopus 로고
    • How to make more published research true
    • Ioannidis JPA (2014) How to make more published research true. PLoS Med 11(10): e1001747.
    • (2014) PLoS Med , vol.11 , Issue.10 , pp. e1001747
    • Ioannidis, J.P.A.1
  • 39
    • 35248840928 scopus 로고
    • Priorities in scientific discovery: A chapter in the sociology of science
    • Merton RK (1957) Priorities in scientific discovery: A chapter in the sociology of science. Am Sociol Rev 22:635-659.
    • (1957) Am Sociol Rev , vol.22 , pp. 635-659
    • Merton, R.K.1
  • 40
    • 84982058595 scopus 로고
    • Problem retention and problem change in science
    • Gieryn TF (1978) Problem retention and problem change in science. Sociol Inq 48(3-4): 96-115.
    • (1978) Sociol Inq , vol.48 , Issue.3-4 , pp. 96-115
    • Gieryn, T.F.1
  • 41
    • 84925397442 scopus 로고    scopus 로고
    • Different personal propensities among scientists relate to deeper vs. Broader knowledge contributions
    • Bateman TS, Hess AM (2015) Different personal propensities among scientists relate to deeper vs. broader knowledge contributions. Proc Natl Acad Sci USA 112(12): 3653-3658.
    • (2015) Proc Natl Acad Sci USA , vol.112 , Issue.12 , pp. 3653-3658
    • Bateman, T.S.1    Hess, A.M.2
  • 42
    • 58149287936 scopus 로고    scopus 로고
    • The burden of knowledge and the "death of the renaissance man": Is innovation getting harder?
    • Jones BF (2009) The burden of knowledge and the "death of the renaissance man": Is innovation getting harder? Rev Econ Stud 76(1):283-317.
    • (2009) Rev Econ Stud , vol.76 , Issue.1 , pp. 283-317
    • Jones, B.F.1
  • 45
    • 65549085067 scopus 로고    scopus 로고
    • Power-law distributions in empirical data
    • Clauset A, Shalizi C, Newman M (2009) Power-law distributions in empirical data. SIAM Rev 51(4):661-703.
    • (2009) SIAM Rev , vol.51 , Issue.4 , pp. 661-703
    • Clauset, A.1    Shalizi, C.2    Newman, M.3
  • 46
    • 84898616507 scopus 로고    scopus 로고
    • Powerlaw: A python package for analysis of heavy-tailed distributions
    • Alstott J, Bullmore E, Plenz D (2014) Powerlaw: A Python package for analysis of heavy-tailed distributions. PLoS One 9(1):e85777.
    • (2014) PLoS One , vol.9 , Issue.1 , pp. e85777
    • Alstott, J.1    Bullmore, E.2    Plenz, D.3
  • 48
    • 0001631314 scopus 로고
    • The probability of induction
    • Peirce CS (1878) The probability of induction. Popular Science Monthly 12:705-718.
    • (1878) Popular Science Monthly , vol.12 , pp. 705-718
    • Peirce, C.S.1
  • 49
    • 84926271096 scopus 로고
    • Perceived criteria for research problem choice in the agricultural sciences-A research note
    • Busch L, Lacy W, Sachs C (1983) Perceived criteria for research problem choice in the agricultural sciences-A research note. Soc Forces 62(1):190-200.
    • (1983) Soc Forces , vol.62 , Issue.1 , pp. 190-200
    • Busch, L.1    Lacy, W.2    Sachs, C.3
  • 50
    • 84982693475 scopus 로고
    • Theory choice and problem choice in science
    • Zuckerman H (1978) Theory choice and problem choice in science. Sociol Inq 48(3-4): 65-95.
    • (1978) Sociol Inq , vol.48 , Issue.3-4 , pp. 65-95
    • Zuckerman, H.1
  • 52
    • 0002131946 scopus 로고
    • The division of cognitive labor
    • Kitcher P (1990) The division of cognitive labor. J Philos 87(1):5-22.
    • (1990) J Philos , vol.87 , Issue.1 , pp. 5-22
    • Kitcher, P.1
  • 54
    • 33746913480 scopus 로고    scopus 로고
    • Gender differences in patenting in the academic life sciences
    • Ding WW, Murray F, Stuart TE (2006) Gender differences in patenting in the academic life sciences. Science 313(5787):665-667.
    • (2006) Science , vol.313 , Issue.5787 , pp. 665-667
    • Ding, W.W.1    Murray, F.2    Stuart, T.E.3
  • 55
    • 17844408432 scopus 로고    scopus 로고
    • Team assembly mechanisms determine collaboration network structure and team performance
    • Guimerá R, Uzzi B, Spiro J, Amaral LAN (2005) Team assembly mechanisms determine collaboration network structure and team performance. Science 308(5722):697-702.
    • (2005) Science , vol.308 , Issue.5722 , pp. 697-702
    • Guimerá, R.1    Uzzi, B.2    Spiro, J.3    Amaral, L.A.N.4
  • 56
    • 78650387507 scopus 로고    scopus 로고
    • The temporal structure of scientific consensus formation
    • Shwed U, Bearman PS (2010) The temporal structure of scientific consensus formation. Am Soc Rev 75(6):817-840.
    • (2010) Am Soc Rev , vol.75 , Issue.6 , pp. 817-840
    • Shwed, U.1    Bearman, P.S.2
  • 57
    • 34249309179 scopus 로고    scopus 로고
    • The increasing dominance of teams in production of knowledge
    • Wuchty S, Jones BF, Uzzi B (2007) The increasing dominance of teams in production of knowledge. Science 316(5827):1036-1039.
    • (2007) Science , vol.316 , Issue.5827 , pp. 1036-1039
    • Wuchty, S.1    Jones, B.F.2    Uzzi, B.3
  • 58
    • 84908431076 scopus 로고    scopus 로고
    • Reputation and impact in academic careers
    • Petersen AM, et al. (2014) Reputation and impact in academic careers. Proc Natl Acad Sci USA 111(43):15316-15321.
    • (2014) Proc Natl Acad Sci USA , vol.111 , Issue.43 , pp. 15316-15321
    • Petersen, A.M.1
  • 61
    • 0003314308 scopus 로고    scopus 로고
    • Markov chain monte carlo estimation of exponential random graph models
    • Snijders TA (2002) Markov chain Monte Carlo estimation of exponential random graph models. J Soc Struct 3 3(2):1-40.
    • (2002) J Soc Struct 3 , vol.3 , Issue.2 , pp. 1-40
    • Snijders, T.A.1
  • 62
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S, Gelatt CD, Jr, Vecchi MP (1983) Optimization by simulated annealing. Science 220(4598):671-680.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 63
    • 12344288685 scopus 로고    scopus 로고
    • A probabilistic similarity metric for medline records: A model for author name disambiguation
    • Torvik VI, Weeber M, Swanson DR, Smalheiser NR (2005) A probabilistic similarity metric for medline records: A model for author name disambiguation. J Am Soc Inf Sci Technol 56(2):140-158.
    • (2005) J Am Soc Inf Sci Technol , vol.56 , Issue.2 , pp. 140-158
    • Torvik, V.I.1    Weeber, M.2    Swanson, D.R.3    Smalheiser, N.R.4
  • 64
    • 84946655115 scopus 로고
    • On simultaneous confidence intervals for multinomial proportions
    • Goodman LA (1965) On simultaneous confidence intervals for multinomial proportions. Technometrics 7(2):247-254.
    • (1965) Technometrics , vol.7 , Issue.2 , pp. 247-254
    • Goodman, L.A.1
  • 66
    • 84905400043 scopus 로고
    • An approximation of the inverse moments of the positive hypergeometric distribution
    • Hidiroglou MA (1978) An approximation of the inverse moments of the positive hypergeometric distribution. Communications in Statistics-Theory and Methods 7(15): 1475-1487.
    • (1978) Communications in Statistics-Theory and Methods , vol.7 , Issue.15 , pp. 1475-1487
    • Hidiroglou, M.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.