메뉴 건너뛰기




Volumn 54, Issue 1, 2012, Pages 87-97

Vehicle defect discovery from social media

Author keywords

Business intelligence; Quality management; Social media analytics; Text mining

Indexed keywords

CLASSIFICATION PROCESS; CONSUMER COMPLAINTS; CONVENTIONAL TECHNIQUES; DECISION SUPPORTS; DEFECT IDENTIFICATION; MANAGEMENT PROFESSIONALS; ONLINE DISCUSSIONS; ONLINE FORUMS; PRIORITIZATION; SENTIMENT ANALYSIS; SOCIAL MEDIA; TEXT MINING; VEHICLE DEFECTS; VEHICLE QUALITY;

EID: 84868668514     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2012.04.005     Document Type: Article
Times cited : (204)

References (67)
  • 1
    • 55949110596 scopus 로고    scopus 로고
    • CyberGate: A system and design framework for text analysis of computer-mediated communication
    • A. Abbasi, and H. Chen CyberGate: a system and design framework for text analysis of computer-mediated communication MIS Quarterly 32 4 2008 811 837
    • (2008) MIS Quarterly , vol.32 , Issue.4 , pp. 811-837
    • Abbasi, A.1    Chen, H.2
  • 2
    • 46249095180 scopus 로고    scopus 로고
    • Sentiment analysis in multiple languages: Feature selection for opinion classification in web forums
    • A. Abbasi, H. Chen, and H.A. Salem Sentiment analysis in multiple languages: feature selection for opinion classification in web forums ACM Transactions on Information Systems 26 3 2008
    • (2008) ACM Transactions on Information Systems , vol.26 , Issue.3
    • Abbasi, A.1    Chen, H.2    Salem, H.A.3
  • 4
    • 0036479309 scopus 로고    scopus 로고
    • Thriving on the knowledge of outsiders: Tapping organizational social capital
    • V. Anand, W.H. Glick, and C.C. Manz Thriving on the knowledge of outsiders: tapping organizational social capital The Academy of Management Executive 16 1 2002 87 101
    • (2002) The Academy of Management Executive , vol.16 , Issue.1 , pp. 87-101
    • Anand, V.1    Glick, W.H.2    Manz, C.C.3
  • 5
    • 2942746458 scopus 로고    scopus 로고
    • Is all that talk just noise? The information content of Internet stock message boards
    • DOI 10.1111/j.1540-6261.2004.00662.x
    • W. Antweiler, and M.Z. Frank Is all that talk just noise? The information content of internet stock message boards Journal of Finance 59 3 2004 1259 1294 (Pubitemid 38799762)
    • (2004) Journal of Finance , vol.59 , Issue.3 , pp. 1259-1294
    • Antweiler, W.1    Frank, M.Z.2
  • 7
    • 55249084997 scopus 로고
    • The case research strategy in studies of information systems
    • I. Benbasat, D.K. Goldstein, and M. Mead The case research strategy in studies of information systems MIS Quarterly 11 3 1987 369 386
    • (1987) MIS Quarterly , vol.11 , Issue.3 , pp. 369-386
    • Benbasat, I.1    Goldstein, D.K.2    Mead, M.3
  • 8
    • 0002671639 scopus 로고
    • Organizational learning and communities-of-practice: Toward a unified view of working, learning, and innovation
    • J.S. Brown, and P. Duguid Organizational learning and communities-of-practice: toward a unified view of working, learning, and innovation Organization Science 2 1 1991 40 57
    • (1991) Organization Science , vol.2 , Issue.1 , pp. 40-57
    • Brown, J.S.1    Duguid, P.2
  • 10
    • 0038738052 scopus 로고    scopus 로고
    • Comparison of three vertical search spiders
    • M. Chau, and H. Chen Comparison of three vertical search spiders IEEE Computer 36 5 2003 56 62
    • (2003) IEEE Computer , vol.36 , Issue.5 , pp. 56-62
    • Chau, M.1    Chen, H.2
  • 12
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • J. Cohen A coefficient of agreement for nominal scales Educational and Psychological Measurement 20 1 1960 37 46
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 13
    • 0030548714 scopus 로고    scopus 로고
    • The kindness of strangers: The usefulness of electronic weak ties for technical advice
    • D. Constant, L. Sproull, and S. Kiesler The kindness of strangers: the usefulness of electronic weak ties for technical advice Organization Science 7 2 1996 119 135
    • (1996) Organization Science , vol.7 , Issue.2 , pp. 119-135
    • Constant, D.1    Sproull, L.2    Kiesler, S.3
  • 14
    • 38649103134 scopus 로고    scopus 로고
    • Improving customer complaint management by automatic email classification using linguistic style features as predictors
    • K. Coussement, and D. Van den Poel Improving customer complaint management by automatic email classification using linguistic style features as predictors Decision Support Systems 44 4 2008 870 882
    • (2008) Decision Support Systems , vol.44 , Issue.4 , pp. 870-882
    • Coussement, K.1    Van Den Poel, D.2
  • 15
    • 0033342386 scopus 로고    scopus 로고
    • Cube data model: A conceptual model and algebra for on-line analytical processing in data warehouses
    • DOI 10.1016/S0167-9236(99)00052-4
    • A. Datta, and H. Thomas The cube data model: a conceptual model and algebra for on-line analytical processing in data warehouses Decision Support Systems 27 3 1999 289 301 (Pubitemid 30522904)
    • (1999) Decision Support Systems , vol.27 , Issue.3 , pp. 289-301
    • Datta, A.1    Thomas, H.2
  • 17
    • 70350569977 scopus 로고    scopus 로고
    • Steal my idea! Organizational adoption of user innovations from a user innovation community: A case study of Dell IdeaStorm
    • P.M. Di Gangi, and M.M. Wasko Steal my idea! Organizational adoption of user innovations from a user innovation community: a case study of Dell IdeaStorm Decision Support Systems 48 1 2009 303 312
    • (2009) Decision Support Systems , vol.48 , Issue.1 , pp. 303-312
    • Di Gangi, P.M.1    Wasko, M.M.2
  • 18
    • 53549129191 scopus 로고    scopus 로고
    • Do online reviews matter? - An empirical investigation of panel data
    • W. Duan, B. Gu, and A.B. Whinston Do online reviews matter? - An empirical investigation of panel data Decision Support Systems 45 4 2008 1007 1016
    • (2008) Decision Support Systems , vol.45 , Issue.4 , pp. 1007-1016
    • Duan, W.1    Gu, B.2    Whinston, A.B.3
  • 19
    • 0001073758 scopus 로고
    • Building theories from case study research
    • K.M. Eisenhardt Building theories from case study research Academy of Management Review 14 4 1989 532 550
    • (1989) Academy of Management Review , vol.14 , Issue.4 , pp. 532-550
    • Eisenhardt, K.M.1
  • 20
    • 0008565263 scopus 로고
    • Personal information systems for strategic scanning in turbulent environments: Can the CEO go online?
    • O.A. El Sawy Personal information systems for strategic scanning in turbulent environments: can the CEO go online? MIS Quarterly 9 1 1985 53 60
    • (1985) MIS Quarterly , vol.9 , Issue.1 , pp. 53-60
    • El Sawy, O.A.1
  • 21
    • 13944263305 scopus 로고    scopus 로고
    • Effective profiling of consumer information retrieval needs: A unified framework and empirical comparison
    • DOI 10.1016/j.dss.2004.02.003, PII S0167923604000144
    • W. Fan, M.D. Gordon, and P. Pathak Effective profiling of consumer information retrieval needs: a unified framework and empirical comparison Decision Support Systems 40 2 2005 213 233 (Pubitemid 40266062)
    • (2005) Decision Support Systems , vol.40 , Issue.2 , pp. 213-233
    • Fan, W.1    Gordon, M.D.2    Pathak, P.3
  • 23
    • 0032637139 scopus 로고    scopus 로고
    • Internet discussions as a source for consumer product customer involvement and quality information: An exploratory study
    • B.J. Finch Internet discussions as a source for consumer product customer involvement and quality information: an exploratory study Journal of Operations Management 17 5 1999 535 556
    • (1999) Journal of Operations Management , vol.17 , Issue.5 , pp. 535-556
    • Finch, B.J.1
  • 24
    • 58449106066 scopus 로고    scopus 로고
    • Using Internet conversations to improve product quality: An exploratory study
    • B.J. Finch, and R.L. Luebbe Using Internet conversations to improve product quality: an exploratory study International Journal of Quality and Reliability Management 14 8 1997 849 865 (Pubitemid 127145307)
    • (1997) International journal of quality and reliability management , vol.14 , Issue.8-9 , pp. 849-865
    • Finch, B.J.1    Luebbe, R.L.2
  • 26
    • 0001276941 scopus 로고
    • Defensive marketing strategy by customer complaint management: A theoretical analysis
    • C. Fornell, and B. Wernerfelt Defensive marketing strategy by customer complaint management: a theoretical analysis Journal of Marketing Research 24 4 1987 337 346
    • (1987) Journal of Marketing Research , vol.24 , Issue.4 , pp. 337-346
    • Fornell, C.1    Wernerfelt, B.2
  • 27
    • 57149111666 scopus 로고    scopus 로고
    • An integrative approach to assess qualitative and quantitative consumer feedback
    • J. Gerdes, B.B. Stringham, and R.G. Brookshire An integrative approach to assess qualitative and quantitative consumer feedback Electronic Commerce Research 8 4 2008 217 234
    • (2008) Electronic Commerce Research , vol.8 , Issue.4 , pp. 217-234
    • Gerdes, J.1    Stringham, B.B.2    Brookshire, R.G.3
  • 29
    • 80052921827 scopus 로고    scopus 로고
    • Information mining - Reflections on recent advancements and the road ahead in data, text, and media mining
    • R. Gopal, J.R. Marsden, and J. Vanthienen Information mining - reflections on recent advancements and the road ahead in data, text, and media mining Decision Support Systems 51 4 2011 727 731
    • (2011) Decision Support Systems , vol.51 , Issue.4 , pp. 727-731
    • Gopal, R.1    Marsden, J.R.2    Vanthienen, J.3
  • 30
    • 80052269970 scopus 로고    scopus 로고
    • Safety hazard and time to recall: The role of recall strategy, product defect type, and supply chain player in the U.S. toy industry
    • M. Hora, H. Bapuji, and A.V. Roth Safety hazard and time to recall: the role of recall strategy, product defect type, and supply chain player in the U.S. toy industry Journal of Operations Management 29 7 2011 766 777
    • (2011) Journal of Operations Management , vol.29 , Issue.7 , pp. 766-777
    • Hora, M.1    Bapuji, H.2    Roth, A.V.3
  • 31
    • 0002487107 scopus 로고    scopus 로고
    • Word sense disambiguation: The state of the art
    • N. Ide, and J. Veronis Word sense disambiguation: the state of the art Computational Linguistics 24 1 1998 1 40
    • (1998) Computational Linguistics , vol.24 , Issue.1 , pp. 1-40
    • Ide, N.1    Veronis, J.2
  • 35
  • 36
    • 0035216671 scopus 로고    scopus 로고
    • Communities of practice and organizational performance
    • E.L. Lesser, and J. Storck Communities of practice and organizational performance IBM Systems Journal 40 4 2001 831 841 (Pubitemid 33149283)
    • (2001) IBM Systems Journal , vol.40 , Issue.4 , pp. 831-841
    • Lesser, E.L.1    Storck, J.2
  • 37
    • 71649085616 scopus 로고    scopus 로고
    • Using text mining and sentiment analysis for online forums hotspot detection and forecast
    • N. Li, and D.D. Wu Using text mining and sentiment analysis for online forums hotspot detection and forecast Decision Support Systems 48 2 2010 354 368
    • (2010) Decision Support Systems , vol.48 , Issue.2 , pp. 354-368
    • Li, N.1    Wu, D.D.2
  • 38
    • 78650979144 scopus 로고    scopus 로고
    • When is a liability not a liability? Textual analysis, dictionaries, and 10-Ks
    • T. Loughran, and B. McDonald When is a liability not a liability? Textual analysis, dictionaries, and 10-Ks Journal of Finance 661 1 2011 35 65
    • (2011) Journal of Finance , vol.661 , Issue.1 , pp. 35-65
    • Loughran, T.1    McDonald, B.2
  • 40
  • 42
    • 80052929096 scopus 로고    scopus 로고
    • Blog mining-review and extensions: From each according to his opinion
    • D.E. O'Leary Blog mining-review and extensions: from each according to his opinion Decision Support Systems 51 4 2011 821 830
    • (2011) Decision Support Systems , vol.51 , Issue.4 , pp. 821-830
    • O'Leary, D.E.1
  • 45
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • M.F. Porter An algorithm for suffix stripping Program 14 3 1980 130 137
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.F.1
  • 48
    • 0030328221 scopus 로고    scopus 로고
    • Ramifications of Monitoring Service Quality Through Passively Solicited Customer Feedback
    • S.E. Sampson Ramifications of monitoring service quality through passively solicited customer feedback Decision Sciences 27 4 1996 601 622 (Pubitemid 127103894)
    • (1996) Decision Sciences , vol.27 , Issue.4 , pp. 601-622
    • Sampson, S.E.1
  • 51
    • 39749083529 scopus 로고    scopus 로고
    • Improved organizational performance through communities of practice
    • A. Schenkel, and R. Teigland Improved organizational performance through communities of practice Journal of Knowledge Management 12 1 2008 106 118
    • (2008) Journal of Knowledge Management , vol.12 , Issue.1 , pp. 106-118
    • Schenkel, A.1    Teigland, R.2
  • 52
    • 67649304832 scopus 로고    scopus 로고
    • Textual analysis of stock market prediction using breaking financial news: The AZFin text system
    • R.P. Schumaker, and H. Chen Textual analysis of stock market prediction using breaking financial news: the AZFin text system ACM Transactions on Information Systems 27 2 2009
    • (2009) ACM Transactions on Information Systems , vol.27 , Issue.2
    • Schumaker, R.P.1    Chen, H.2
  • 53
    • 0347596961 scopus 로고    scopus 로고
    • Automatic word sense discrimination
    • H. Schutze Automatic word sense discrimination Computational Linguistics 24 1 1998 97 123
    • (1998) Computational Linguistics , vol.24 , Issue.1 , pp. 97-123
    • Schutze, H.1
  • 56
    • 43649107307 scopus 로고    scopus 로고
    • More than words: Quantifying language to measure firms' fundamentals
    • P.C. Tetlock, M. Saar-Tsechansky, and S. Macskassy More than words: quantifying language to measure firms' fundamentals Journal of Finance 63 3 2008 1437 1467
    • (2008) Journal of Finance , vol.63 , Issue.3 , pp. 1437-1467
    • Tetlock, P.C.1    Saar-Tsechansky, M.2    MacSkassy, S.3
  • 57
    • 2442507763 scopus 로고    scopus 로고
    • Measuring praise and criticism: Inference of semantic orientation from association
    • P.D. Turney, and M.L. Littman Measuring praise and criticism: inference of semantic orientation from association ACM Transactions on Information Systems 2 4 2003 315 346
    • (2003) ACM Transactions on Information Systems , vol.2 , Issue.4 , pp. 315-346
    • Turney, P.D.1    Littman, M.L.2
  • 60
    • 24144482419 scopus 로고    scopus 로고
    • Why should I share? Examining social capital and knowledge contribution in electronic networks of practice
    • M.M. Wasko, and S. Faraj Why should I share? Examining social capital and knowledge contribution in electronic networks of practice MIS Quarterly 29 1 2005 35 57 (Pubitemid 44151822)
    • (2005) MIS Quarterly: Management Information Systems , vol.29 , Issue.1 , pp. 35-57
    • Wasko, M.M.1    Faraj, S.2
  • 61
    • 0000330269 scopus 로고    scopus 로고
    • Communities of practice and organizational performance
    • E.C. Wenger, and W.M. Snyder Communities of practice and organizational performance Harvard Business Review 2000 139 145
    • (2000) Harvard Business Review , pp. 139-145
    • Wenger, E.C.1    Snyder, W.M.2
  • 62
    • 24344443336 scopus 로고    scopus 로고
    • Creating subjective and objective sentence classifiers from unannotated texts
    • Computational Linguistics and Intelligent Text Processing - 6th International Conference, CICLing 2005
    • J. Wiebe, and E. Riloff Creating subjective and objective sentence classifiers from unannotated texts Sixth International Conference on Intelligent Text Processing and Computational Linguistics 2005 486 497 (Pubitemid 41251884)
    • (2005) Lecture Notes in Computer Science , vol.3406 , pp. 486-497
    • Wiebe, J.1    Riloff, E.2
  • 64
    • 84868650897 scopus 로고    scopus 로고
    • Social media provides huge opportunities, but will bring huge problems
    • A. Woolridge Social media provides huge opportunities, but will bring huge problems Economist 2011 50
    • (2011) Economist , pp. 50
    • Woolridge, A.1
  • 66
    • 70350564445 scopus 로고    scopus 로고
    • Automatic online news monitoring and classification for syndromic surveillance
    • Y. Zhang, Y. Dang, H. Chen, M. Thurmond, and C. Larson Automatic online news monitoring and classification for syndromic surveillance Decision Support Systems 47 4 2009 508 517
    • (2009) Decision Support Systems , vol.47 , Issue.4 , pp. 508-517
    • Zhang, Y.1    Dang, Y.2    Chen, H.3    Thurmond, M.4    Larson, C.5
  • 67
    • 0032424357 scopus 로고    scopus 로고
    • Effects of display resolution on visual performance
    • M. Ziefle Effects of display resolution on visual performance Human Factors 40 4 1998 555 568
    • (1998) Human Factors , vol.40 , Issue.4 , pp. 555-568
    • Ziefle, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.