Document (#40368)

Author
Cao, N.
Sun, J.
Lin, Y.-R.
Gotz, D.
Liu, S.
Qu, H.
Title
FacetAtlas : Multifaceted visualization for rich text corpora
Source
IEEE Transactions on Visualization and Computer Graphics. InfoVis 2010. [http://systemg.research.ibm.com/apps/facetatlas/cao_infovis10_paper.pdf]
Year
2010
Abstract
Documents in rich text corpora usually contain multiple facets of information. For example, an article about a specific disease often consists of different facets such as symptom, treatment, cause, diagnosis, prognosis, and prevention. Thus, documents may have different relations based on different facets. Powerful search tools have been developed to help users locate lists of individual documents that are most related to specific keywords. However, there is a lack of effective analysis tools that reveal the multifaceted relations of documents within or cross the document clusters. In this paper, we present FacetAtlas, a multifaceted visualization technique for visually analyzing rich text corpora. FacetAtlas combines search technology with advanced visual analytical tools to convey both global and local patterns simultaneously. We describe several unique aspects of FacetAtlas, including (1) node cliques and multifaceted edges, (2) an optimized density map, and (3) automated opacity pattern enhancement for highlighting visual patterns, (4) interactive context switch between facets. In addition, we demonstrate the power of FacetAtlas through a case study that targets patient education in the health care domain. Our evaluation shows the benefits of this work, especially in support of complex multifaceted data analysis.
Content
Vgl. auch: FacetAtlas: Visualizing multifaceted text documents as graphs. Unter: http://systemg.research.ibm.com/apps/facetatlas/index.html.
Theme
Visualisierung
Wissensrepräsentation
Semantisches Umfeld in Indexierung u. Retrieval
Field
Medizin
Object
FacetAtlas
InfoVis

Similar documents (content)

  1. Li, Z.: ¬A domain specific search engine with explicit document relations (2013) 0.10
    0.10405945 = sum of:
      0.10405945 = product of:
        0.43358105 = sum of:
          0.04522686 = weight(abstract_txt:specific in 3211) [ClassicSimilarity], result of:
            0.04522686 = score(doc=3211,freq=5.0), product of:
              0.07465546 = queryWeight, product of:
                1.1392949 = boost
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.015116651 = queryNorm
              0.60580784 = fieldWeight in 3211, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
          0.026774798 = weight(abstract_txt:different in 3211) [ClassicSimilarity], result of:
            0.026774798 = score(doc=3211,freq=2.0), product of:
              0.08177587 = queryWeight, product of:
                1.4603722 = boost
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.015116651 = queryNorm
              0.32741687 = fieldWeight in 3211, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
          0.07498936 = weight(abstract_txt:relations in 3211) [ClassicSimilarity], result of:
            0.07498936 = score(doc=3211,freq=3.0), product of:
              0.12399761 = queryWeight, product of:
                1.4682906 = boost
                5.586576 = idf(docFreq=430, maxDocs=42306)
                0.015116651 = queryNorm
              0.6047646 = fieldWeight in 3211, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.586576 = idf(docFreq=430, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
          0.024776002 = weight(abstract_txt:text in 3211) [ClassicSimilarity], result of:
            0.024776002 = score(doc=3211,freq=1.0), product of:
              0.09783746 = queryWeight, product of:
                1.5973629 = boost
                4.0517817 = idf(docFreq=1999, maxDocs=42306)
                0.015116651 = queryNorm
              0.25323635 = fieldWeight in 3211, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.0517817 = idf(docFreq=1999, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
          0.114838324 = weight(abstract_txt:documents in 3211) [ClassicSimilarity], result of:
            0.114838324 = score(doc=3211,freq=11.0), product of:
              0.13460389 = queryWeight, product of:
                2.1634614 = boost
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.015116651 = queryNorm
              0.8531576 = fieldWeight in 3211, product of:
                3.3166249 = tf(freq=11.0), with freq of:
                  11.0 = termFreq=11.0
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
          0.14697574 = weight(abstract_txt:rich in 3211) [ClassicSimilarity], result of:
            0.14697574 = score(doc=3211,freq=3.0), product of:
              0.22230081 = queryWeight, product of:
                2.4078062 = boost
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.015116651 = queryNorm
              0.661157 = fieldWeight in 3211, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.0625 = fieldNorm(doc=3211)
        0.24 = coord(6/25)
    
  2. Zhu, B.; Chen, H.: Information visualization (2004) 0.10
    0.09907827 = sum of:
      0.09907827 = product of:
        0.35385096 = sum of:
          0.012641292 = weight(abstract_txt:specific in 277) [ClassicSimilarity], result of:
            0.012641292 = score(doc=277,freq=1.0), product of:
              0.07465546 = queryWeight, product of:
                1.1392949 = boost
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.015116651 = queryNorm
              0.16932844 = fieldWeight in 277, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.04054179 = weight(abstract_txt:patterns in 277) [ClassicSimilarity], result of:
            0.04054179 = score(doc=277,freq=3.0), product of:
              0.11257159 = queryWeight, product of:
                1.3990066 = boost
                5.322963 = idf(docFreq=560, maxDocs=42306)
                0.015116651 = queryNorm
              0.3601423 = fieldWeight in 277, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.322963 = idf(docFreq=560, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.020495186 = weight(abstract_txt:different in 277) [ClassicSimilarity], result of:
            0.020495186 = score(doc=277,freq=3.0), product of:
              0.08177587 = queryWeight, product of:
                1.4603722 = boost
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.015116651 = queryNorm
              0.25062633 = fieldWeight in 277, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.06816425 = weight(abstract_txt:visual in 277) [ClassicSimilarity], result of:
            0.06816425 = score(doc=277,freq=6.0), product of:
              0.1263343 = queryWeight, product of:
                1.4820607 = boost
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.015116651 = queryNorm
              0.5395546 = fieldWeight in 277, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.015485001 = weight(abstract_txt:text in 277) [ClassicSimilarity], result of:
            0.015485001 = score(doc=277,freq=1.0), product of:
              0.09783746 = queryWeight, product of:
                1.5973629 = boost
                4.0517817 = idf(docFreq=1999, maxDocs=42306)
                0.015116651 = queryNorm
              0.15827271 = fieldWeight in 277, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.0517817 = idf(docFreq=1999, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.15904072 = weight(abstract_txt:visualization in 277) [ClassicSimilarity], result of:
            0.15904072 = score(doc=277,freq=18.0), product of:
              0.15409268 = queryWeight, product of:
                1.6368028 = boost
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.015116651 = queryNorm
              1.0321108 = fieldWeight in 277, product of:
                4.2426405 = tf(freq=18.0), with freq of:
                  18.0 = termFreq=18.0
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
          0.037482724 = weight(abstract_txt:documents in 277) [ClassicSimilarity], result of:
            0.037482724 = score(doc=277,freq=3.0), product of:
              0.13460389 = queryWeight, product of:
                2.1634614 = boost
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.015116651 = queryNorm
              0.27846688 = fieldWeight in 277, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.0390625 = fieldNorm(doc=277)
        0.28 = coord(7/25)
    
  3. Zhang, J.; Zhao, Y.: ¬A user term visualization analysis based on a social question and answer log (2013) 0.09
    0.09474908 = sum of:
      0.09474908 = product of:
        0.39478785 = sum of:
          0.05946556 = weight(abstract_txt:disease in 4716) [ClassicSimilarity], result of:
            0.05946556 = score(doc=4716,freq=1.0), product of:
              0.1216058 = queryWeight, product of:
                1.0281761 = boost
                7.824043 = idf(docFreq=45, maxDocs=42306)
                0.015116651 = queryNorm
              0.48900267 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.824043 = idf(docFreq=45, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
          0.06892563 = weight(abstract_txt:diagnosis in 4716) [ClassicSimilarity], result of:
            0.06892563 = score(doc=4716,freq=1.0), product of:
              0.13418308 = queryWeight, product of:
                1.0800385 = boost
                8.218697 = idf(docFreq=30, maxDocs=42306)
                0.015116651 = queryNorm
              0.51366854 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.218697 = idf(docFreq=30, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
          0.10893038 = weight(abstract_txt:symptom in 4716) [ClassicSimilarity], result of:
            0.10893038 = score(doc=4716,freq=1.0), product of:
              0.18205808 = queryWeight, product of:
                1.2580426 = boost
                9.573242 = idf(docFreq=7, maxDocs=42306)
                0.015116651 = queryNorm
              0.59832764 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.573242 = idf(docFreq=7, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
          0.052963573 = weight(abstract_txt:patterns in 4716) [ClassicSimilarity], result of:
            0.052963573 = score(doc=4716,freq=2.0), product of:
              0.11257159 = queryWeight, product of:
                1.3990066 = boost
                5.322963 = idf(docFreq=560, maxDocs=42306)
                0.015116651 = queryNorm
              0.47048792 = fieldWeight in 4716, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.322963 = idf(docFreq=560, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
          0.0445247 = weight(abstract_txt:visual in 4716) [ClassicSimilarity], result of:
            0.0445247 = score(doc=4716,freq=1.0), product of:
              0.1263343 = queryWeight, product of:
                1.4820607 = boost
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.015116651 = queryNorm
              0.35243556 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
          0.059978016 = weight(abstract_txt:visualization in 4716) [ClassicSimilarity], result of:
            0.059978016 = score(doc=4716,freq=1.0), product of:
              0.15409268 = queryWeight, product of:
                1.6368028 = boost
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.015116651 = queryNorm
              0.38923338 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.0625 = fieldNorm(doc=4716)
        0.24 = coord(6/25)
    
  4. Tinker, A.J.; Pollitt, A.S.; O'Brien, A.; Braekevelt, P.A.: ¬The Dewey Decimal Classification and the transition from physical to electronic knowledge organisation (1999) 0.09
    0.08915237 = sum of:
      0.08915237 = product of:
        0.55720234 = sum of:
          0.017697807 = weight(abstract_txt:specific in 5469) [ClassicSimilarity], result of:
            0.017697807 = score(doc=5469,freq=1.0), product of:
              0.07465546 = queryWeight, product of:
                1.1392949 = boost
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.015116651 = queryNorm
              0.2370598 = fieldWeight in 5469, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.0546875 = fieldNorm(doc=5469)
          0.03895911 = weight(abstract_txt:visual in 5469) [ClassicSimilarity], result of:
            0.03895911 = score(doc=5469,freq=1.0), product of:
              0.1263343 = queryWeight, product of:
                1.4820607 = boost
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.015116651 = queryNorm
              0.3083811 = fieldWeight in 5469, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.638969 = idf(docFreq=408, maxDocs=42306)
                0.0546875 = fieldNorm(doc=5469)
          0.105004534 = weight(abstract_txt:rich in 5469) [ClassicSimilarity], result of:
            0.105004534 = score(doc=5469,freq=2.0), product of:
              0.22230081 = queryWeight, product of:
                2.4078062 = boost
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.015116651 = queryNorm
              0.47235337 = fieldWeight in 5469, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.0546875 = fieldNorm(doc=5469)
          0.39554086 = weight(abstract_txt:multifaceted in 5469) [ClassicSimilarity], result of:
            0.39554086 = score(doc=5469,freq=2.0), product of:
              0.63808644 = queryWeight, product of:
                5.2664156 = boost
                8.015098 = idf(docFreq=37, maxDocs=42306)
                0.015116651 = queryNorm
              0.61988604 = fieldWeight in 5469, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.015098 = idf(docFreq=37, maxDocs=42306)
                0.0546875 = fieldNorm(doc=5469)
        0.16 = coord(4/25)
    
  5. Mirizzi, R.: Exploratory browsing in the Web of Data (2011) 0.09
    0.088000305 = sum of:
      0.088000305 = product of:
        0.27500096 = sum of:
          0.012641292 = weight(abstract_txt:specific in 1804) [ClassicSimilarity], result of:
            0.012641292 = score(doc=1804,freq=1.0), product of:
              0.07465546 = queryWeight, product of:
                1.1392949 = boost
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.015116651 = queryNorm
              0.16932844 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.334808 = idf(docFreq=1506, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.01673425 = weight(abstract_txt:different in 1804) [ClassicSimilarity], result of:
            0.01673425 = score(doc=1804,freq=2.0), product of:
              0.08177587 = queryWeight, product of:
                1.4603722 = boost
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.015116651 = queryNorm
              0.20463555 = fieldWeight in 1804, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.704299 = idf(docFreq=2830, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.027059456 = weight(abstract_txt:relations in 1804) [ClassicSimilarity], result of:
            0.027059456 = score(doc=1804,freq=1.0), product of:
              0.12399761 = queryWeight, product of:
                1.4682906 = boost
                5.586576 = idf(docFreq=430, maxDocs=42306)
                0.015116651 = queryNorm
              0.21822563 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.586576 = idf(docFreq=430, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.03748626 = weight(abstract_txt:visualization in 1804) [ClassicSimilarity], result of:
            0.03748626 = score(doc=1804,freq=1.0), product of:
              0.15409268 = queryWeight, product of:
                1.6368028 = boost
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.015116651 = queryNorm
              0.24327086 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.227734 = idf(docFreq=226, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.020828476 = weight(abstract_txt:tools in 1804) [ClassicSimilarity], result of:
            0.020828476 = score(doc=1804,freq=1.0), product of:
              0.119216405 = queryWeight, product of:
                1.7632707 = boost
                4.4726143 = idf(docFreq=1312, maxDocs=42306)
                0.015116651 = queryNorm
              0.1747115 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4726143 = idf(docFreq=1312, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.030604519 = weight(abstract_txt:documents in 1804) [ClassicSimilarity], result of:
            0.030604519 = score(doc=1804,freq=2.0), product of:
              0.13460389 = queryWeight, product of:
                2.1634614 = boost
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.015116651 = queryNorm
              0.22736727 = fieldWeight in 1804, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.115787 = idf(docFreq=1875, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.0530353 = weight(abstract_txt:rich in 1804) [ClassicSimilarity], result of:
            0.0530353 = score(doc=1804,freq=1.0), product of:
              0.22230081 = queryWeight, product of:
                2.4078062 = boost
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.015116651 = queryNorm
              0.23857448 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.1075068 = idf(docFreq=255, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
          0.07661141 = weight(abstract_txt:facets in 1804) [ClassicSimilarity], result of:
            0.07661141 = score(doc=1804,freq=1.0), product of:
              0.3126604 = queryWeight, product of:
                3.2972872 = boost
                6.2727866 = idf(docFreq=216, maxDocs=42306)
                0.015116651 = queryNorm
              0.24503073 = fieldWeight in 1804, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2727866 = idf(docFreq=216, maxDocs=42306)
                0.0390625 = fieldNorm(doc=1804)
        0.32 = coord(8/25)