Document (#39222)

Author
Celik, I.
Abel, F.
Siehndel, P.
Title
Adaptive faceted search on Twitter
Source
http://fabianabel.de/papers/2011-wis-twitter-faceted-search-sasweb.pdf
Year
2011
Abstract
In the last few years, Twitter has become a powerful tool for publishing and discussing information. Yet, content exploration in Twitter requires substantial efforts and users often have to scan information streams by hand. In this paper, we approach this problem by means of faceted search. We propose strategies for inferring facets and facet values on Twitter by enriching the semantics of individual Twitter messages and present di erent methods, including personalized and context-adaptive methods, for making faceted search on Twitter more effective.
Theme
Semantisches Umfeld in Indexierung u. Retrieval
Object
Twitter

Similar documents (author)

  1. Abel, A.: Critical success factors for fee-based information services (1995) 6.19
    6.190705 = sum of:
      6.190705 = weight(author_txt:abel in 873) [ClassicSimilarity], result of:
        6.190705 = fieldWeight in 873, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.905128 = idf(docFreq=5, maxDocs=44218)
          0.625 = fieldNorm(doc=873)
    
  2. Abel, R.: ¬The Internet : the unconsidered premise (1997) 6.19
    6.190705 = sum of:
      6.190705 = weight(author_txt:abel in 959) [ClassicSimilarity], result of:
        6.190705 = fieldWeight in 959, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.905128 = idf(docFreq=5, maxDocs=44218)
          0.625 = fieldNorm(doc=959)
    
  3. Bothmer, A.J.; Abel, C.; Pereira, M.: ¬The ADONIS experience : CD-ROM full text access to the journal literature in an academic health sciences library (1997) 3.71
    3.7144227 = sum of:
      3.7144227 = weight(author_txt:abel in 4730) [ClassicSimilarity], result of:
        3.7144227 = fieldWeight in 4730, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.905128 = idf(docFreq=5, maxDocs=44218)
          0.375 = fieldNorm(doc=4730)
    
  4. Abel, G.; Dreßler, B.; Herb, U.; Müller, M.: Verzahnung von Jahresbibliographie und Institutional Repository der Universität des Saarlandes (2006) 3.10
    3.0953524 = sum of:
      3.0953524 = weight(author_txt:abel in 5101) [ClassicSimilarity], result of:
        3.0953524 = fieldWeight in 5101, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.905128 = idf(docFreq=5, maxDocs=44218)
          0.3125 = fieldNorm(doc=5101)
    

Similar documents (content)

  1. Naaman, M.; Becker, H.; Gravano, L.: Hip and trendy : characterizing emerging trends on Twitter (2011) 0.13
    0.13015833 = sum of:
      0.13015833 = product of:
        0.8134896 = sum of:
          0.039888084 = weight(abstract_txt:powerful in 4448) [ClassicSimilarity], result of:
            0.039888084 = score(doc=4448,freq=1.0), product of:
              0.1018277 = queryWeight, product of:
                1.217313 = boost
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.013346471 = queryNorm
              0.39172134 = fieldWeight in 4448, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.0625 = fieldNorm(doc=4448)
          0.09256192 = weight(abstract_txt:messages in 4448) [ClassicSimilarity], result of:
            0.09256192 = score(doc=4448,freq=3.0), product of:
              0.12375184 = queryWeight, product of:
                1.3419772 = boost
                6.9093957 = idf(docFreq=119, maxDocs=44218)
                0.013346471 = queryNorm
              0.747964 = fieldWeight in 4448, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.9093957 = idf(docFreq=119, maxDocs=44218)
                0.0625 = fieldNorm(doc=4448)
          0.123647735 = weight(abstract_txt:streams in 4448) [ClassicSimilarity], result of:
            0.123647735 = score(doc=4448,freq=2.0), product of:
              0.1718243 = queryWeight, product of:
                1.5812904 = boost
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.013346471 = queryNorm
              0.71961725 = fieldWeight in 4448, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.0625 = fieldNorm(doc=4448)
          0.5573919 = weight(abstract_txt:twitter in 4448) [ClassicSimilarity], result of:
            0.5573919 = score(doc=4448,freq=3.0), product of:
              0.7443107 = queryWeight, product of:
                8.061616 = boost
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.013346471 = queryNorm
              0.7488699 = fieldWeight in 4448, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.0625 = fieldNorm(doc=4448)
        0.16 = coord(4/25)
    
  2. Ebrahimi, M.; ShafieiBavani, E.; Wong, R.; Chen, F.: Twitter user geolocation by filtering of highly mentioned users (2018) 0.11
    0.11339014 = sum of:
      0.11339014 = product of:
        0.5669507 = sum of:
          0.027640525 = weight(abstract_txt:propose in 4286) [ClassicSimilarity], result of:
            0.027640525 = score(doc=4286,freq=1.0), product of:
              0.06871655 = queryWeight, product of:
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.013346471 = queryNorm
              0.4022397 = fieldWeight in 4286, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.078125 = fieldNorm(doc=4286)
          0.049860105 = weight(abstract_txt:powerful in 4286) [ClassicSimilarity], result of:
            0.049860105 = score(doc=4286,freq=1.0), product of:
              0.1018277 = queryWeight, product of:
                1.217313 = boost
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.013346471 = queryNorm
              0.48965168 = fieldWeight in 4286, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.078125 = fieldNorm(doc=4286)
          0.0583059 = weight(abstract_txt:substantial in 4286) [ClassicSimilarity], result of:
            0.0583059 = score(doc=4286,freq=1.0), product of:
              0.113024384 = queryWeight, product of:
                1.2824942 = boost
                6.603137 = idf(docFreq=162, maxDocs=44218)
                0.013346471 = queryNorm
              0.5158701 = fieldWeight in 4286, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.603137 = idf(docFreq=162, maxDocs=44218)
                0.078125 = fieldNorm(doc=4286)
          0.028881231 = weight(abstract_txt:methods in 4286) [ClassicSimilarity], result of:
            0.028881231 = score(doc=4286,freq=1.0), product of:
              0.08914924 = queryWeight, product of:
                1.6108056 = boost
                4.146752 = idf(docFreq=1900, maxDocs=44218)
                0.013346471 = queryNorm
              0.32396498 = fieldWeight in 4286, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.146752 = idf(docFreq=1900, maxDocs=44218)
                0.078125 = fieldNorm(doc=4286)
          0.4022629 = weight(abstract_txt:twitter in 4286) [ClassicSimilarity], result of:
            0.4022629 = score(doc=4286,freq=1.0), product of:
              0.7443107 = queryWeight, product of:
                8.061616 = boost
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.013346471 = queryNorm
              0.5404503 = fieldWeight in 4286, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.078125 = fieldNorm(doc=4286)
        0.2 = coord(5/25)
    
  3. Tzitzikas, Y.; Spyratos, N.; Constantopoulos, P.; Analyti, A.: Extended faceted ontologies (2002) 0.11
    0.10817303 = sum of:
      0.10817303 = product of:
        0.5408651 = sum of:
          0.027640525 = weight(abstract_txt:propose in 2280) [ClassicSimilarity], result of:
            0.027640525 = score(doc=2280,freq=1.0), product of:
              0.06871655 = queryWeight, product of:
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.013346471 = queryNorm
              0.4022397 = fieldWeight in 2280, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.078125 = fieldNorm(doc=2280)
          0.048744038 = weight(abstract_txt:facets in 2280) [ClassicSimilarity], result of:
            0.048744038 = score(doc=2280,freq=1.0), product of:
              0.100302435 = queryWeight, product of:
                1.2081617 = boost
                6.2204237 = idf(docFreq=238, maxDocs=44218)
                0.013346471 = queryNorm
              0.48597062 = fieldWeight in 2280, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2204237 = idf(docFreq=238, maxDocs=44218)
                0.078125 = fieldNorm(doc=2280)
          0.051161643 = weight(abstract_txt:facet in 2280) [ClassicSimilarity], result of:
            0.051161643 = score(doc=2280,freq=1.0), product of:
              0.10359214 = queryWeight, product of:
                1.2278144 = boost
                6.321609 = idf(docFreq=215, maxDocs=44218)
                0.013346471 = queryNorm
              0.4938757 = fieldWeight in 2280, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.321609 = idf(docFreq=215, maxDocs=44218)
                0.078125 = fieldNorm(doc=2280)
          0.1886719 = weight(abstract_txt:inferring in 2280) [ClassicSimilarity], result of:
            0.1886719 = score(doc=2280,freq=2.0), product of:
              0.19625707 = queryWeight, product of:
                1.6899816 = boost
                8.701155 = idf(docFreq=19, maxDocs=44218)
                0.013346471 = queryNorm
              0.96135086 = fieldWeight in 2280, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.701155 = idf(docFreq=19, maxDocs=44218)
                0.078125 = fieldNorm(doc=2280)
          0.224647 = weight(abstract_txt:faceted in 2280) [ClassicSimilarity], result of:
            0.224647 = score(doc=2280,freq=3.0), product of:
              0.27777782 = queryWeight, product of:
                3.4824007 = boost
                5.9765754 = idf(docFreq=304, maxDocs=44218)
                0.013346471 = queryNorm
              0.80872905 = fieldWeight in 2280, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.9765754 = idf(docFreq=304, maxDocs=44218)
                0.078125 = fieldNorm(doc=2280)
        0.2 = coord(5/25)
    
  4. Haustein, S.; Bowman, T.D.; Holmberg, K.; Tsou, A.; Sugimoto, C.R.; Larivière, V.: Tweets as impact indicators : Examining the implications of automated "bot" accounts on Twitter (2016) 0.11
    0.10747305 = sum of:
      0.10747305 = product of:
        0.8956088 = sum of:
          0.027640525 = weight(abstract_txt:propose in 2502) [ClassicSimilarity], result of:
            0.027640525 = score(doc=2502,freq=1.0), product of:
              0.06871655 = queryWeight, product of:
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.013346471 = queryNorm
              0.4022397 = fieldWeight in 2502, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1486683 = idf(docFreq=697, maxDocs=44218)
                0.078125 = fieldNorm(doc=2502)
          0.0634425 = weight(abstract_txt:discussing in 2502) [ClassicSimilarity], result of:
            0.0634425 = score(doc=2502,freq=1.0), product of:
              0.11956866 = queryWeight, product of:
                1.3191009 = boost
                6.7916126 = idf(docFreq=134, maxDocs=44218)
                0.013346471 = queryNorm
              0.5305947 = fieldWeight in 2502, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7916126 = idf(docFreq=134, maxDocs=44218)
                0.078125 = fieldNorm(doc=2502)
          0.8045258 = weight(abstract_txt:twitter in 2502) [ClassicSimilarity], result of:
            0.8045258 = score(doc=2502,freq=4.0), product of:
              0.7443107 = queryWeight, product of:
                8.061616 = boost
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.013346471 = queryNorm
              1.0809005 = fieldWeight in 2502, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.9177637 = idf(docFreq=118, maxDocs=44218)
                0.078125 = fieldNorm(doc=2502)
        0.12 = coord(3/25)
    
  5. McGrath, K.: Musings on faceted search, metadata, and library discovery interfaces (2023) 0.11
    0.10706722 = sum of:
      0.10706722 = product of:
        0.5353361 = sum of:
          0.08272137 = weight(abstract_txt:facets in 1166) [ClassicSimilarity], result of:
            0.08272137 = score(doc=1166,freq=2.0), product of:
              0.100302435 = queryWeight, product of:
                1.2081617 = boost
                6.2204237 = idf(docFreq=238, maxDocs=44218)
                0.013346471 = queryNorm
              0.8247194 = fieldWeight in 1166, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.2204237 = idf(docFreq=238, maxDocs=44218)
                0.09375 = fieldNorm(doc=1166)
          0.059832126 = weight(abstract_txt:powerful in 1166) [ClassicSimilarity], result of:
            0.059832126 = score(doc=1166,freq=1.0), product of:
              0.1018277 = queryWeight, product of:
                1.217313 = boost
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.013346471 = queryNorm
              0.587582 = fieldWeight in 1166, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2675414 = idf(docFreq=227, maxDocs=44218)
                0.09375 = fieldNorm(doc=1166)
          0.06139397 = weight(abstract_txt:facet in 1166) [ClassicSimilarity], result of:
            0.06139397 = score(doc=1166,freq=1.0), product of:
              0.10359214 = queryWeight, product of:
                1.2278144 = boost
                6.321609 = idf(docFreq=215, maxDocs=44218)
                0.013346471 = queryNorm
              0.59265083 = fieldWeight in 1166, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.321609 = idf(docFreq=215, maxDocs=44218)
                0.09375 = fieldNorm(doc=1166)
          0.061812233 = weight(abstract_txt:search in 1166) [ClassicSimilarity], result of:
            0.061812233 = score(doc=1166,freq=3.0), product of:
              0.10406211 = queryWeight, product of:
                2.1314554 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.013346471 = queryNorm
              0.59399366 = fieldWeight in 1166, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.09375 = fieldNorm(doc=1166)
          0.2695764 = weight(abstract_txt:faceted in 1166) [ClassicSimilarity], result of:
            0.2695764 = score(doc=1166,freq=3.0), product of:
              0.27777782 = queryWeight, product of:
                3.4824007 = boost
                5.9765754 = idf(docFreq=304, maxDocs=44218)
                0.013346471 = queryNorm
              0.9704749 = fieldWeight in 1166, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.9765754 = idf(docFreq=304, maxDocs=44218)
                0.09375 = fieldNorm(doc=1166)
        0.2 = coord(5/25)