메뉴 건너뛰기




Volumn 7, Issue 1, 2012, Pages

Armadillo 1.1: An original workflow platform for designing and conducting phylogenetic analysis and simulations

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BIOINFORMATICS; COMPUTER AIDED DESIGN; COMPUTER INTERFACE; COMPUTER PROGRAM; COMPUTER SIMULATION; CONTROLLED STUDY; GENE SEQUENCE; GENETIC ANALYSIS; GENETIC DATABASE; INTERNET; ONLINE ANALYSIS; PHYLOGENY; AMINO ACID SEQUENCE; BIOLOGY; CHEMISTRY; METHODOLOGY; MOLECULAR GENETICS; SEQUENCE ALIGNMENT; WORKFLOW;

EID: 84855706664     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0029903     Document Type: Article
Times cited : (39)

References (66)
  • 1
    • 33646038227 scopus 로고    scopus 로고
    • Taverna: Lessons in creating a workflow environment for the life sciences
    • Oinn G, Greenwood T, Addis M, Alpdemir MN, Ferris M, et al. (2006) Taverna: Lessons in creating a workflow environment for the life sciences. CCPE 18: 1067-1100.
    • (2006) CCPE , vol.18 , pp. 1067-1100
    • Oinn, G.1    Greenwood, T.2    Addis, M.3    Alpdemir, M.N.4    Ferris, M.5
  • 2
    • 0043026713 scopus 로고    scopus 로고
    • Biopipe: a flexible framework for protocol-based bioinformatics analysis
    • Hoon S, Ratnapu KK, Chia JM, Kumarasamy B, Juguang X, et al. (2003) Biopipe: a flexible framework for protocol-based bioinformatics analysis. Genome Res 13: 1904-1915.
    • (2003) Genome Res , vol.13 , pp. 1904-1915
    • Hoon, S.1    Ratnapu, K.K.2    Chia, J.M.3    Kumarasamy, B.4    Juguang, X.5
  • 4
    • 34447549205 scopus 로고    scopus 로고
    • Using provenance to manage knowledge of In Silico experiments
    • Stevens R, Zhao J, Goble C, (2007) Using provenance to manage knowledge of In Silico experiments. Brief Bioinform 8: 183-194.
    • (2007) Brief Bioinform , vol.8 , pp. 183-194
    • Stevens, R.1    Zhao, J.2    Goble, C.3
  • 5
    • 77954262660 scopus 로고    scopus 로고
    • Providing web servers and training in Bioinformatics: 2010 update on the Bioinformatics Links Directory
    • Brazas MD, Yamada JT, Ouellette BF, (2010) Providing web servers and training in Bioinformatics: 2010 update on the Bioinformatics Links Directory. Nucleic Acids Res 38: W3-W6.
    • (2010) Nucleic Acids Res , vol.38
    • Brazas, M.D.1    Yamada, J.T.2    Ouellette, B.F.3
  • 6
    • 34547803197 scopus 로고    scopus 로고
    • PAML 4: phylogenetic analysis by maximum likelihood
    • Yang Z, (2007) PAML 4: phylogenetic analysis by maximum likelihood. Mol Biol Evol 24: 1586-1591.
    • (2007) Mol Biol Evol , vol.24 , pp. 1586-1591
    • Yang, Z.1
  • 8
    • 38549135938 scopus 로고    scopus 로고
    • Alignment uncertainty and genomic analysis
    • Wong KM, Suchard MA, Huelsenbeck JP, (2008) Alignment uncertainty and genomic analysis. Science 319: 473-476.
    • (2008) Science , vol.319 , pp. 473-476
    • Wong, K.M.1    Suchard, M.A.2    Huelsenbeck, J.P.3
  • 9
    • 33644700003 scopus 로고    scopus 로고
    • Toward automatic reconstruction of a highly resolved tree of life
    • Ciccarelli FD, Doerks T, von Mering C, Creevey CJ, Snel B, et al. (2006) Toward automatic reconstruction of a highly resolved tree of life. Science 311: 1283-1287.
    • (2006) Science , vol.311 , pp. 1283-1287
    • Ciccarelli, F.D.1    Doerks, T.2    von Mering, C.3    Creevey, C.J.4    Snel, B.5
  • 10
  • 12
    • 74549126611 scopus 로고    scopus 로고
    • A Quick Guide for Developing Effective Bioinformatics Programming Skills
    • Dudley JT, Butte AJ, (2009) A Quick Guide for Developing Effective Bioinformatics Programming Skills. PLoS Comput Biol 5: e1000589.
    • (2009) PLoS Comput Biol , vol.5
    • Dudley, J.T.1    Butte, A.J.2
  • 13
    • 25844449770 scopus 로고    scopus 로고
    • Galaxy: a platform for interactive large-scale genome analysis
    • Giardine B, Riemer C, Hardison R, Burhans R, Elnitski L, et al. (2005) Galaxy: a platform for interactive large-scale genome analysis. Genome Res 15: 1451-1455.
    • (2005) Genome Res , vol.15 , pp. 1451-1455
    • Giardine, B.1    Riemer, C.2    Hardison, R.3    Burhans, R.4    Elnitski, L.5
  • 16
    • 79959944060 scopus 로고    scopus 로고
    • Phylemon 2.0: a suite of web-tools for molecular evolution, phylogenetics, phylogenomics and hypotheses testing
    • Sánchez R, Serra F, Tárraga J, Medina I, Carbonell J, et al. (2011) Phylemon 2.0: a suite of web-tools for molecular evolution, phylogenetics, phylogenomics and hypotheses testing. Nucleic Acids Res 39: W470-W474.
    • (2011) Nucleic Acids Res , vol.39
    • Sánchez, R.1    Serra, F.2    Tárraga, J.3    Medina, I.4    Carbonell, J.5
  • 17
    • 79960008613 scopus 로고    scopus 로고
    • The BioExtract Server: a web-based bioinformatic workflow platform
    • Lushbough CM, Jennewein DM, Brendel VP, (2011) The BioExtract Server: a web-based bioinformatic workflow platform. Nucleic Acids Res 39: W528-W532.
    • (2011) Nucleic Acids Res , vol.39
    • Lushbough, C.M.1    Jennewein, D.M.2    Brendel, V.P.3
  • 18
    • 70749083848 scopus 로고    scopus 로고
    • AIR: A batch-oriented web program package for construction of supermatrices ready for phylogenomic analyses
    • Kumar S, Skjæveland Å, Orr RJ, Enger P, Ruden T, et al. (2009) AIR: A batch-oriented web program package for construction of supermatrices ready for phylogenomic analyses. BMC Bioinformatics 10: 357.
    • (2009) BMC Bioinformatics , vol.10 , pp. 357
    • Kumar, S.1    Skjæveland A2    Orr, R.J.3    Enger, P.4    Ruden, T.5
  • 21
    • 79957613599 scopus 로고    scopus 로고
    • MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods
    • Tamura K, Peterson D, Peterson N, Stecher G, Nei M, et al. (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28: 2731-2739.
    • (2011) Mol Biol Evol , vol.28 , pp. 2731-2739
    • Tamura, K.1    Peterson, D.2    Peterson, N.3    Stecher, G.4    Nei, M.5
  • 22
    • 84855715307 scopus 로고    scopus 로고
    • Geneious, v
    • 5.5; Available:. Accessed 2011 Oct 26
    • Drummond AJ, Ashton B, Cheung M, Heled J, Kearse M, et al. (2009) Geneious, v. 5.5; Available: http://www.geneious.com/. Accessed 2011 Oct 26.
    • (2009)
    • Drummond, A.J.1    Ashton, B.2    Cheung, M.3    Heled, J.4    Kearse, M.5
  • 23
    • 3042649996 scopus 로고    scopus 로고
    • Mesquite: a modular system for evolutionary analysis
    • (Version 2.75) Available:. Accessed 2011 Oct 26
    • Maddison WP, Maddison DR, (2011) Mesquite: a modular system for evolutionary analysis. (Version 2.75) Available: http://mesquiteproject.org. Accessed 2011 Oct 26.
    • (2011)
    • Maddison, W.P.1    Maddison, D.R.2
  • 24
    • 0000122573 scopus 로고
    • PHYLIP - Phylogeny Inference Package (Version 3.6)
    • Felsenstein J, (1989) PHYLIP- Phylogeny Inference Package (Version 3.6). Cladistics 5: 164-166.
    • (1989) Cladistics , vol.5 , pp. 164-166
    • Felsenstein, J.1
  • 25
    • 0034894308 scopus 로고    scopus 로고
    • T-REX: reconstructing and visualizing phylogenetic trees and reticulation networks
    • Makarenkov V, (2001) T-REX: reconstructing and visualizing phylogenetic trees and reticulation networks. Bioinformatics 17: 664-668.
    • (2001) Bioinformatics , vol.17 , pp. 664-668
    • Makarenkov, V.1
  • 26
    • 38049150833 scopus 로고    scopus 로고
    • Automation of in-silico data analysis processes through workflow management systems
    • Romano P, (2008) Automation of in-silico data analysis processes through workflow management systems. Brief Bioinform 9: 57-68.
    • (2008) Brief Bioinform , vol.9 , pp. 57-68
    • Romano, P.1
  • 27
  • 28
    • 47149088803 scopus 로고    scopus 로고
    • Scientific software as workflows: From discovery to distribution
    • Woollard D, Medvidovic N, Gil Y, Mattmann CA, (2008) Scientific software as workflows: From discovery to distribution. IEEE Softw 25: 37-43.
    • (2008) IEEE Softw , vol.25 , pp. 37-43
    • Woollard, D.1    Medvidovic, N.2    Gil, Y.3    Mattmann, C.A.4
  • 29
    • 84894157755 scopus 로고    scopus 로고
    • On workflow enabled e-learning services
    • In: Proceedings of the IEEE International Conference on Advanced Learning Technologies, 6-8 Aug. 2001, Madison, WI, 10.1109/ICALT.2001.943942
    • Lin J, Ho C, Sadiq W, Orlowska ME, (2001) On workflow enabled e-learning services. pp. 349-352 In: Proceedings of the IEEE International Conference on Advanced Learning Technologies, 6-8 Aug. 2001, Madison, WI doi:10.1109/ICALT.2001.943942.
    • (2001) , pp. 349-352
    • Lin, J.1    Ho, C.2    Sadiq, W.3    Orlowska, M.E.4
  • 30
    • 51449096433 scopus 로고    scopus 로고
    • Addressing informatics challenges in Translational Research with workflow technology
    • Beaulah SA, Correll MA, Munro RE, Sheldon JG, (2008) Addressing informatics challenges in Translational Research with workflow technology. Drug Discov Today 13: 771-777.
    • (2008) Drug Discov Today , vol.13 , pp. 771-777
    • Beaulah, S.A.1    Correll, M.A.2    Munro, R.E.3    Sheldon, J.G.4
  • 31
    • 77955894770 scopus 로고    scopus 로고
    • Computational Workflows for Assessing Student Learning
    • Ma J, Shaw E, Kim J, (2010) Computational Workflows for Assessing Student Learning. LNCS 6095: 188-197.
    • (2010) LNCS , vol.6095 , pp. 188-197
    • Ma, J.1    Shaw, E.2    Kim, J.3
  • 32
    • 29644434815 scopus 로고    scopus 로고
    • Pegasus: A framework for mapping complex scientific workflows onto distributed systems
    • Deelman E, Singh G, Su M, Blythe J, Gil Y, et al. (2005) Pegasus: A framework for mapping complex scientific workflows onto distributed systems. Scientific Programming 13: 219-237.
    • (2005) Scientific Programming , vol.13 , pp. 219-237
    • Deelman, E.1    Singh, G.2    Su, M.3    Blythe, J.4    Gil, Y.5
  • 33
  • 34
    • 33645292173 scopus 로고    scopus 로고
    • Using workflow for projects in higher education
    • van der Veen J, Jones V, Collis B, (2000) Using workflow for projects in higher education. Comput Sci Educ 10: 283-301.
    • (2000) Comput Sci Educ , vol.10 , pp. 283-301
    • van der Veen, J.1    Jones, V.2    Collis, B.3
  • 35
    • 0033157788 scopus 로고    scopus 로고
    • Workflow and end-user quality of service issues in web-based education
    • Vouk MA, Bitzer DL, Klevans RL, (1999) Workflow and end-user quality of service issues in web-based education. IEEE Trans Know Data Eng 11: 673-687.
    • (1999) IEEE Trans Know Data Eng , vol.11 , pp. 673-687
    • Vouk, M.A.1    Bitzer, D.L.2    Klevans, R.L.3
  • 36
    • 76549114411 scopus 로고    scopus 로고
    • Application of Workflow Technology in Graduate Education Management
    • In: IEEE '09. International Conference on E-Learning, E-Business, Enterprise Information Systems, and E-Government, 5-6 Dec. 2009,Hong Kong, China, 10.1109/EEEE.2009.85
    • Zhang FE, Li K, (2009) Application of Workflow Technology in Graduate Education Management. pp. 263-266 In: IEEE '09. International Conference on E-Learning, E-Business, Enterprise Information Systems, and E-Government, 5-6 Dec. 2009,Hong Kong, China doi:10.1109/EEEE.2009.85.
    • (2009) , pp. 263-266
    • Zhang, F.E.1    Li, K.2
  • 37
    • 84878670729 scopus 로고    scopus 로고
    • SQLite. An Embeddable SQL Database Engineer Software
    • Available:. Accessed 2011 Oct 26
    • Hipp DR, Kennedy D, (2003) SQLite. An Embeddable SQL Database Engineer Software. Available: http://www.sqlite.org. Accessed 2011 Oct 26.
    • (2003)
    • Hipp, D.R.1    Kennedy, D.2
  • 38
    • 77955511626 scopus 로고    scopus 로고
    • A data placement strategy in scientific cloud workflows
    • Yuan D, Yang Y, Liu X, Chen J, (2010) A data placement strategy in scientific cloud workflows. Future Gener Comp Sys 26: 1200-1214.
    • (2010) Future Gener Comp Sys , vol.26 , pp. 1200-1214
    • Yuan, D.1    Yang, Y.2    Liu, X.3    Chen, J.4
  • 39
    • 84878670210 scopus 로고    scopus 로고
    • Readseq by D.G. Gilbert, (ver. 2.1.30)
    • Available:. Accessed 2011 Oct 26
    • Gilbert DG, (2010) Readseq by D.G. Gilbert, (ver. 2.1.30). Available: http://iubio.bio.indiana.edu/soft/molbio/readseq/java/. Accessed 2011 Oct 26.
    • (2010)
    • Gilbert, D.G.1
  • 40
    • 47049086792 scopus 로고    scopus 로고
    • PhyloWidget: web-based visualizations for the tree of life
    • Jordan GE, Piel WH, (2008) PhyloWidget: web-based visualizations for the tree of life. Bioinformatics 24: 1641-1642.
    • (2008) Bioinformatics , vol.24 , pp. 1641-1642
    • Jordan, G.E.1    Piel, W.H.2
  • 41
    • 0035025126 scopus 로고    scopus 로고
    • ATV: display and manipulation of annotated phylogenetic trees
    • Zmasek CM, Eddy SR, (2001) ATV: display and manipulation of annotated phylogenetic trees. Bioinformatics 17: 383-384.
    • (2001) Bioinformatics , vol.17 , pp. 383-384
    • Zmasek, C.M.1    Eddy, S.R.2
  • 42
    • 34547489084 scopus 로고    scopus 로고
    • Improvement of phylogenies after removing divergent and ambiguously aligned blocks from protein sequence alignments
    • Talavera G, Castresana J, (2007) Improvement of phylogenies after removing divergent and ambiguously aligned blocks from protein sequence alignments. Syst Biol 56: 564-577.
    • (2007) Syst Biol , vol.56 , pp. 564-577
    • Talavera, G.1    Castresana, J.2
  • 43
    • 0034043778 scopus 로고    scopus 로고
    • Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis
    • Castresana J, (2000) Selection of conserved blocks from multiple alignments for their use in phylogenetic analysis. Mol Biol Evol 17: 540-552.
    • (2000) Mol Biol Evol , vol.17 , pp. 540-552
    • Castresana, J.1
  • 44
    • 13244255415 scopus 로고    scopus 로고
    • MUSCLE: a multiple sequence alignment method with reduced time and space complexity
    • Edgar R, (2004) MUSCLE: a multiple sequence alignment method with reduced time and space complexity. BMC Bioinformatics 5: 113.
    • (2004) BMC Bioinformatics , vol.5 , pp. 113
    • Edgar, R.1
  • 45
    • 14644430471 scopus 로고    scopus 로고
    • ProbCons: Probabilistic consistency-based multiple sequence alignment
    • Do CB, Mahabhashyam MS, Brudno M, Batzoglou S, (2005) ProbCons: Probabilistic consistency-based multiple sequence alignment. Genome Res 15: 330-340.
    • (2005) Genome Res , vol.15 , pp. 330-340
    • Do, C.B.1    Mahabhashyam, M.S.2    Brudno, M.3    Batzoglou, S.4
  • 46
    • 0242578620 scopus 로고    scopus 로고
    • A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood
    • Guindon S, Gascuel O, (2003) A simple, fast, and accurate algorithm to estimate large phylogenies by maximum likelihood. Syst Biol 52: 696-704.
    • (2003) Syst Biol , vol.52 , pp. 696-704
    • Guindon, S.1    Gascuel, O.2
  • 47
    • 0023375195 scopus 로고
    • The neighbor-joining method: a new method for reconstructing phylogenetic trees
    • Saitou N, Nei M, (1987) The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol Biol Evol 4: 406-425.
    • (1987) Mol Biol Evol , vol.4 , pp. 406-425
    • Saitou, N.1    Nei, M.2
  • 48
    • 77954199176 scopus 로고    scopus 로고
    • Ergatis: a web interface and scalable software system for bioinformatics workflows
    • Orvis J, Crabtree J, Galens K, Gussman A, Inman JM, et al. (2010) Ergatis: a web interface and scalable software system for bioinformatics workflows. Bioinformatics 26: 1488-1492.
    • (2010) Bioinformatics , vol.26 , pp. 1488-1492
    • Orvis, J.1    Crabtree, J.2    Galens, K.3    Gussman, A.4    Inman, J.M.5
  • 50
    • 79960688272 scopus 로고    scopus 로고
    • Applications of the pipeline environment for visual informatics and genomics computations
    • Dinov ID, Torri F, Macciardi F, Petrosyan P, Liu Z, et al. (2011) Applications of the pipeline environment for visual informatics and genomics computations. BMC Bioinformatics 12: 304.
    • (2011) BMC Bioinformatics , vol.12 , pp. 304
    • Dinov, I.D.1    Torri, F.2    Macciardi, F.3    Petrosyan, P.4    Liu, Z.5
  • 51
    • 77649259858 scopus 로고    scopus 로고
    • Inferring and validating horizontal gene transfer events using bipartition dissimilarity
    • Boc A, Philippe H, Makarenkov V, (2010) Inferring and validating horizontal gene transfer events using bipartition dissimilarity. Syst Biol 59: 195-211.
    • (2010) Syst Biol , vol.59 , pp. 195-211
    • Boc, A.1    Philippe, H.2    Makarenkov, V.3
  • 52
    • 51349098340 scopus 로고    scopus 로고
    • PhyloNet: a software package for analyzing and reconstructing reticulate evolutionary relationships
    • Than C, Ruths D, Nakhleh L, (2008) PhyloNet: a software package for analyzing and reconstructing reticulate evolutionary relationships. BMC Bioinformatics 9: 322.
    • (2008) BMC Bioinformatics , vol.9 , pp. 322
    • Than, C.1    Ruths, D.2    Nakhleh, L.3
  • 55
    • 45849154165 scopus 로고    scopus 로고
    • jModelTest: phylogenetic model averaging
    • Posada D, (2008) jModelTest: phylogenetic model averaging. Mol Biol Evol 25: 1253-1256.
    • (2008) Mol Biol Evol , vol.25 , pp. 1253-1256
    • Posada, D.1
  • 56
    • 0027968068 scopus 로고
    • CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice
    • Thompson J, Higgins D, Gibson T, (1994) CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic Acids Res 22: 4673-4680.
    • (1994) Nucleic Acids Res , vol.22 , pp. 4673-4680
    • Thompson, J.1    Higgins, D.2    Gibson, T.3
  • 57
    • 18744382506 scopus 로고    scopus 로고
    • ProtTest: selection of best-fit models of protein evolution
    • Abascal F, Zardoya R, Posada D, (2005) ProtTest: selection of best-fit models of protein evolution. Bioinformatics 21: 2104-2105.
    • (2005) Bioinformatics , vol.21 , pp. 2104-2105
    • Abascal, F.1    Zardoya, R.2    Posada, D.3
  • 58
    • 77954245304 scopus 로고    scopus 로고
    • Fast and efficient searching of biological data resources-using EB-eye
    • Valentin F, Squizzato S, Goujon M, McWilliam H, Paern J, et al. (2010) Fast and efficient searching of biological data resources-using EB-eye. Brief Bioinfom 11: 375-384.
    • (2010) Brief Bioinfom , vol.11 , pp. 375-384
    • Valentin, F.1    Squizzato, S.2    Goujon, M.3    McWilliam, H.4    Paern, J.5
  • 59
    • 33747863926 scopus 로고    scopus 로고
    • BAli-Phy: simultaneous Bayesian inference of alignment and phylogeny
    • Suchard MA, Redelings BD, (2006) BAli-Phy: simultaneous Bayesian inference of alignment and phylogeny. Bioinformatics 22: 2047-2048.
    • (2006) Bioinformatics , vol.22 , pp. 2047-2048
    • Suchard, M.A.1    Redelings, B.D.2
  • 61
    • 29244447181 scopus 로고    scopus 로고
    • Kalign - an accurate and fast multiple sequence alignment algorithm
    • Lassmann T, Sonnhammer EL, (2005) Kalign- an accurate and fast multiple sequence alignment algorithm. BMC Bioinformatics 6: 298.
    • (2005) BMC Bioinformatics , vol.6 , pp. 298
    • Lassmann, T.1    Sonnhammer, E.L.2
  • 62
    • 0027957393 scopus 로고
    • fastDNAmL: a tool for construction of phylogenetic trees of DNA sequences using maximum likelihood
    • Olsen GJ, Matsuda H, Hagstrom R, Overbeek R, (1994) fastDNAmL: a tool for construction of phylogenetic trees of DNA sequences using maximum likelihood. Comput Appl Biosci 10: 41-48.
    • (1994) Comput Appl Biosci , vol.10 , pp. 41-48
    • Olsen, G.J.1    Matsuda, H.2    Hagstrom, R.3    Overbeek, R.4
  • 63
    • 52949150097 scopus 로고    scopus 로고
    • Probabilistic phylogenetic inference with insertions and deletions
    • Rivas E, Eddy SR, (2008) Probabilistic phylogenetic inference with insertions and deletions. PLoS Comput Biol 4: e1000172.
    • (2008) PLoS Comput Biol , vol.4
    • Rivas, E.1    Eddy, S.R.2
  • 64
    • 33750387249 scopus 로고    scopus 로고
    • Genetic algorithm approaches for the phylogenetic analysis of large biological sequence datasets under the maximum likelihood criterion
    • Ph.D. dissertation, The University of Texas at Austin
    • Zwickl DJ, (2006) Genetic algorithm approaches for the phylogenetic analysis of large biological sequence datasets under the maximum likelihood criterion. Ph.D. dissertation, The University of Texas at Austin.
    • (2006)
    • Zwickl, D.J.1
  • 65
    • 0041386108 scopus 로고    scopus 로고
    • MrBayes 3: Bayesian phylogenetic inference under mixed models
    • Ronquist F, Huelsenbeck JP, (2003) MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics 19: 1572-1574.
    • (2003) Bioinformatics , vol.19 , pp. 1572-1574
    • Ronquist, F.1    Huelsenbeck, J.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.