메뉴 건너뛰기




Volumn , Issue , 2012, Pages 443-452

Interpretation and trust: Designing model-driven visualizations for text analysis

Author keywords

Design guidelines; Statistical models; Text; Visual analysis

Indexed keywords

DATA-DRIVEN MODEL; DESIGN RECOMMENDATIONS; ITERATIVE DESIGN; LITERATURE REVIEWS; MODEL ABSTRACTION; MODEL-DRIVEN; SIMILARITY MEASURE; STANFORD; STATISTICAL MODELS; TEXT; TEXT ANALYSIS; TEXT COLLECTION; TEXT CORPORA; THROUGH THE LENS; TOPIC MODEL; VISUAL ANALYSIS;

EID: 84862061303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2207676.2207738     Document Type: Conference Paper
Times cited : (221)

References (56)
  • 1
    • 79958125062 scopus 로고    scopus 로고
    • CueT: Human-guided fast and accurate network alarm triage
    • Amershi, S., Lee, B., Kapoor, A., Mahajan, R., and Christian, B. CueT: human-guided fast and accurate network alarm triage. In CHI (2011), 157-166.
    • (2011) CHI , pp. 157-166
    • Amershi, S.1    Lee, B.2    Kapoor, A.3    Mahajan, R.4    Christian, B.5
  • 3
    • 84993680982 scopus 로고
    • Pad++: A zooming graphical interface for exploring alternate interface physics
    • Bederson, B. B., and Hollan, J. D. Pad++: a zooming graphical interface for exploring alternate interface physics. In UIST (1994), 17-26.
    • (1994) UIST , pp. 17-26
    • Bederson, B.B.1    Hollan, J.D.2
  • 5
    • 85113590917 scopus 로고    scopus 로고
    • Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena
    • Bollen, J., Pepe, A., and Mao, H. Modeling public mood and emotion: Twitter sentiment and socio-economic phenomena. In ICWSM (2011).
    • (2011) ICWSM
    • Bollen, J.1    Pepe, A.2    Mao, H.3
  • 6
    • 1842738353 scopus 로고    scopus 로고
    • The simultaneous evolution of author and paper networks
    • Börner, K., Maru, J. T., and Goldstone, R. L. The simultaneous evolution of author and paper networks. PNAS 101 (2004), 5266-5273.
    • (2004) PNAS , vol.101 , pp. 5266-5273
    • Börner, K.1    Maru, J.T.2    Goldstone, R.L.3
  • 7
    • 68949217558 scopus 로고    scopus 로고
    • Mapping the structure and evolution of chemistry research
    • Boyack, K. W., Börner, K., and Klavans, R. Mapping the structure and evolution of chemistry research. In ISSI (2007), 112-123.
    • (2007) ISSI , pp. 112-123
    • Boyack, K.W.1    Börner, K.2    Klavans, R.3
  • 8
    • 4644341548 scopus 로고    scopus 로고
    • Mapping Medline papers, genes, and proteins related to melanoma research
    • Boyack, K. W., Mane, K., and Börner, K. Mapping Medline papers, genes, and proteins related to melanoma research. In InfoVis (2004), 965-971.
    • (2004) InfoVis , pp. 965-971
    • Boyack, K.W.1    Mane, K.2    Börner, K.3
  • 10
    • 0036644789 scopus 로고    scopus 로고
    • Domain visualization using VxInsight for science and technology management
    • Boyack, K. W., Wylie, B. N., and Davidson, G. S. Domain visualization using VxInsight for science and technology management. JIS&T 53 (2002), 764-774.
    • (2002) JIS&T , vol.53 , pp. 764-774
    • Boyack, K.W.1    Wylie, B.N.2    Davidson, G.S.3
  • 11
    • 78149261860 scopus 로고    scopus 로고
    • FacetAtlas: Multifaceted visualization for rich text corpora
    • Cao, N., Sun, J., Lin, Y.-R., Gotz, D., Liu, S., and Qu, H. FacetAtlas: Multifaceted visualization for rich text corpora. In InfoVis (2010), 1172-1181.
    • (2010) InfoVis , pp. 1172-1181
    • Cao, N.1    Sun, J.2    Lin, Y.-R.3    Gotz, D.4    Liu, S.5    Qu, H.6
  • 12
    • 84863381525 scopus 로고    scopus 로고
    • Reading tea leaves: How humans interpret topic models
    • Chang, J., Boyd-Graber, J., Wang, C., Gerrish, S., and Blei, D. M. Reading tea leaves: How humans interpret topic models. In NIPS (2009), 288-296.
    • (2009) NIPS , pp. 288-296
    • Chang, J.1    Boyd-Graber, J.2    Wang, C.3    Gerrish, S.4    Blei, D.M.5
  • 13
    • 33644531603 scopus 로고    scopus 로고
    • CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature
    • Chen, C. CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. JIS&T 57 (2006), 359-377.
    • (2006) JIS&T , vol.57 , pp. 359-377
    • Chen, C.1
  • 14
    • 84862062955 scopus 로고    scopus 로고
    • Evaluating tagclouds for health-related information research
    • Clough, P. D., and Sen, B. A. Evaluating tagclouds for health-related information research. In Health Info Management Research (2008).
    • (2008) Health Info Management Research
    • Clough, P.D.1    Sen, B.A.2
  • 16
    • 68549132336 scopus 로고    scopus 로고
    • DocuBurst: Visualizing document content using language structure
    • Collins, C., Carpendale, S., and Penn, G. DocuBurst: Visualizing document content using language structure. Computer Graphics Forum 28, 3 (2009).
    • (2009) Computer Graphics Forum , vol.28 , pp. 3
    • Collins, C.1    Carpendale, S.2    Penn, G.3
  • 17
    • 72849143273 scopus 로고    scopus 로고
    • Parallel tag clouds to explore and analyze faceted text corpora
    • Collins, C., Viégas, F. B., and Wattenberg, M. Parallel tag clouds to explore and analyze faceted text corpora. In VAST (2009), 91-98.
    • (2009) VAST , pp. 91-98
    • Collins, C.1    Viégas, F.B.2    Wattenberg, M.3
  • 18
    • 72849133008 scopus 로고    scopus 로고
    • LSAView: A tool for visual exploration of latent semantic modeling
    • Crossno, P., Dunlavy, D., and Shead, T. LSAView: A tool for visual exploration of latent semantic modeling. In VAST (2009), 83-90.
    • (2009) VAST , pp. 83-90
    • Crossno, P.1    Dunlavy, D.2    Shead, T.3
  • 19
    • 0027719144 scopus 로고
    • Constant interaction-time scatter/gather browsing of very large document collections
    • Cutting, D. R., Karger, D. R., and Pedersen, J. O. Constant interaction-time scatter/gather browsing of very large document collections. In SIGIR (1993).
    • (1993) SIGIR
    • Cutting, D.R.1    Karger, D.R.2    Pedersen, J.O.3
  • 20
    • 0038382234 scopus 로고    scopus 로고
    • Interactive machine learning
    • Fails, J. A., and Olsen, Jr., D. R. Interactive machine learning. In IUI (2003).
    • (2003) IUI
    • Fails, J.A.1    Olsen Jr., D.R.2
  • 21
    • 84859918687 scopus 로고    scopus 로고
    • Incorporating non-local information into information extraction systems by Gibbs sampling
    • Finkel, J. R., Grenager, T., and Manning, C. D. Incorporating non-local information into information extraction systems by Gibbs sampling. In ACL (2005), 363-370.
    • (2005) ACL , pp. 363-370
    • Finkel, J.R.1    Grenager, T.2    Manning, C.D.3
  • 24
    • 1842788824 scopus 로고    scopus 로고
    • Finding scientific topics
    • Griffiths, T. L., and Steyvers, M. Finding scientific topics. PNAS 101 (2004).
    • (2004) PNAS , vol.101
    • Griffiths, T.L.1    Steyvers, M.2
  • 25
    • 80053347311 scopus 로고    scopus 로고
    • Studying the history of ideas using topic models
    • Hall, D., Jurafsky, D., and Manning, C. D. Studying the history of ideas using topic models. In EMNLP (2008), 363-371.
    • (2008) EMNLP , pp. 363-371
    • Hall, D.1    Jurafsky, D.2    Manning, C.D.3
  • 26
    • 0030381274 scopus 로고    scopus 로고
    • Reexamining the cluster hypothesis: Scatter/Gather on retrieval results
    • Hearst, M. A., and Pedersen, J. O. Reexamining the cluster hypothesis: Scatter/Gather on retrieval results. In SIGIR (1996), 76-84.
    • (1996) SIGIR , pp. 76-84
    • Hearst, M.A.1    Pedersen, J.O.2
  • 28
    • 72449142736 scopus 로고    scopus 로고
    • Dynamicity vs. effectiveness: Studying online clustering for scatter/gather
    • Ke, W., Sugimoto, C. R., and Mostafa, J. Dynamicity vs. effectiveness: studying online clustering for scatter/gather. In SIGIR (2009), 19-26.
    • (2009) SIGIR , pp. 19-26
    • Ke, W.1    Sugimoto, C.R.2    Mostafa, J.3
  • 29
    • 1842738366 scopus 로고    scopus 로고
    • From paragraph to graph: Latent semantic analysis for information visualization
    • Landauer, T. K., Laham, D., and Derr, M. From paragraph to graph: Latent semantic analysis for information visualization. PNAS 101 (2004), 5214-5219.
    • (2004) PNAS , vol.101 , pp. 5214-5219
    • Landauer, T.K.1    Laham, D.2    Derr, M.3
  • 30
    • 84890885672 scopus 로고
    • Visualization for the document space
    • Lin, X. Visualization for the document space. In Vis (1992), 274-281.
    • (1992) Vis , pp. 274-281
    • Lin, X.1
  • 31
    • 0000880768 scopus 로고
    • The automatic creation of literature abstracts
    • Luhn, H. P. The automatic creation of literature abstracts. IBM J of Research and Development 2, 2 (1958), 159-165.
    • (1958) IBM J of Research and Development , vol.2 , Issue.2 , pp. 159-165
    • Luhn, H.P.1
  • 33
    • 77957837895 scopus 로고    scopus 로고
    • A nested process model for visualization design and validation
    • Munzner, T. A nested process model for visualization design and validation. In InfoVis (2009), 921-928.
    • (2009) InfoVis , pp. 921-928
    • Munzner, T.1
  • 35
    • 84862069951 scopus 로고    scopus 로고
    • Palantir technologies. http://www.palantirtech.com, 2011.
    • (2011)
  • 37
    • 80053392186 scopus 로고    scopus 로고
    • Labeled LDA: A supervised topic model for credit attribution in multi-label corpora
    • Ramage, D., Hall, D., Nallapati, R., and Manning, C. D. Labeled LDA: A supervised topic model for credit attribution in multi-label corpora. In EMNLP (2009), 248-256.
    • (2009) EMNLP , pp. 248-256
    • Ramage, D.1    Hall, D.2    Nallapati, R.3    Manning, C.D.4
  • 39
    • 35348893302 scopus 로고    scopus 로고
    • Getting our head in the clouds: Toward evaluation studies of tagclouds
    • Rivadeneira, A. W., Gruen, D. M., Muller, M. J., and Millen, D. R. Getting our head in the clouds: toward evaluation studies of tagclouds. In CHI (2007).
    • (2007) CHI
    • Rivadeneira, A.W.1    Gruen, D.M.2    Muller, M.J.3    Millen, D.R.4
  • 40
    • 39549086558 scopus 로고    scopus 로고
    • Maps of random walks on complex networks reveal community structure
    • Rosvall, M., and Bergstrom, C. T. Maps of random walks on complex networks reveal community structure. PNAS 105 (2008), 1118-1123.
    • (2008) PNAS , vol.105 , pp. 1118-1123
    • Rosvall, M.1    Bergstrom, C.T.2
  • 41
    • 0016572913 scopus 로고
    • A vector space model for automatic indexing
    • Salton, G., Wong, A., and Yang, C. A vector space model for automatic indexing. Communications of the ACM 18, 11 (1975), 613-620.
    • (1975) Communications of the ACM , vol.18 , Issue.11 , pp. 613-620
    • Salton, G.1    Wong, A.2    Yang, C.3
  • 42
    • 0000652498 scopus 로고    scopus 로고
    • Scholarly communication as a socioecological system
    • Sandstrom, P. Scholarly communication as a socioecological system. Scientometrics 51, 3 (2002), 573-605.
    • (2002) Scientometrics , vol.51 , Issue.3 , pp. 573-605
    • Sandstrom, P.1
  • 43
    • 38149131201 scopus 로고    scopus 로고
    • The folksonomy tag cloud: When is it useful?
    • Sinclair, J., and Cardew-Hall, M. The folksonomy tag cloud: when is it useful? J of Information Science 34 (2008), 15-29.
    • (2008) J of Information Science , vol.34 , pp. 15-29
    • Sinclair, J.1    Cardew-Hall, M.2
  • 44
    • 61749095126 scopus 로고    scopus 로고
    • Arrowsmith two-node search interface: A tutorial on finding meaningful links between two disparate sets of articles in MEDLINE
    • Smalheiser, N. R., Torvik, V. I., and Zhou, W. Arrowsmith two-node search interface: a tutorial on finding meaningful links between two disparate sets of articles in MEDLINE. Computer M&P in Biomedicine 94, 2 (2009), 190-197.
    • (2009) Computer M&P in Biomedicine , vol.94 , Issue.2 , pp. 190-197
    • Smalheiser, N.R.1    Torvik, V.I.2    Zhou, W.3
  • 45
    • 41349089460 scopus 로고    scopus 로고
    • Jigsaw: Supporting investigative analysis through interactive visualization
    • Stasko, J., Görg, C., Liu, Z., and Singhal, K. Jigsaw: Supporting investigative analysis through interactive visualization. In VAST (2007), 131-138.
    • (2007) VAST , pp. 131-138
    • Stasko, J.1    Görg, C.2    Liu, Z.3    Singhal, K.4
  • 48
    • 21844478478 scopus 로고    scopus 로고
    • Learning algorithms for keyphrase extraction
    • Turney, P. D. Learning algorithms for keyphrase extraction. Info Retr 2, 4 (2000).
    • (2000) Info Retr , vol.2 , pp. 4
    • Turney, P.D.1
  • 50
    • 46649084597 scopus 로고    scopus 로고
    • TIMELINES: Tag clouds and the case for vernacular visualization
    • Viégas, F. B., and Wattenberg, M. TIMELINES: Tag clouds and the case for vernacular visualization. Interactions 15 (2008), 49-52.
    • (2008) Interactions , vol.15 , pp. 49-52
    • Viégas, F.B.1    Wattenberg, M.2
  • 51
    • 72849113530 scopus 로고    scopus 로고
    • Visual sentiment analysis of RSS news feeds featuring the US presidential election in 2008
    • Wanner, F., Rohrdantz, C., Mansmann, F., Oelke, D., and Keim, D. A. Visual sentiment analysis of RSS news feeds featuring the US presidential election in 2008. In VISSW (2009).
    • (2009) VISSW
    • Wanner, F.1    Rohrdantz, C.2    Mansmann, F.3    Oelke, D.4    Keim, D.A.5
  • 52
    • 54949149111 scopus 로고    scopus 로고
    • The Word Tree, an interactive visual concordance
    • Wattenberg, M., and Viégas, F. B. The Word Tree, an interactive visual concordance. In InfoVis (2008), 1221-1228.
    • (2008) InfoVis , pp. 1221-1228
    • Wattenberg, M.1    Viégas, F.B.2
  • 54
    • 0029475871 scopus 로고
    • Visualizing the non-visual: Spatial analysis and interaction with information from text documents
    • Wise, J., Thomas, J., Pennock, K., Lantrip, D., Pottier, M., Schur, A., and Crow, V. Visualizing the non-visual: spatial analysis and interaction with information from text documents. In InfoVis (1995), 51-58.
    • (1995) InfoVis , pp. 51-58
    • Wise, J.1    Thomas, J.2    Pennock, K.3    Lantrip, D.4    Pottier, M.5    Schur, A.6    Crow, V.7
  • 56
    • 79958165352 scopus 로고    scopus 로고
    • Review Spotlight: A user interface for summarizing user-generated reviews using adjective-noun word pairs
    • Yatani, K., Novati, M., Trusty, A., and Truong, K. N. Review Spotlight: a user interface for summarizing user-generated reviews using adjective-noun word pairs. In CHI (2011), 1541-1550.
    • (2011) CHI , pp. 1541-1550
    • Yatani, K.1    Novati, M.2    Trusty, A.3    Truong, K.N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.