Document (#30955)

Author
Wills, R.S.
Title
Google's PageRank : the math behind the search engine
Source
Mathematical intelligencer. 28(2006) no.4, S.6-11
Year
2006
Abstract
Approximately 91 million American adults use the Internet on a typical day The number-one Internet activity is reading and writing e-mail. Search engine use is next in line and continues to increase in popularity. In fact, survey findings indicate that nearly 60 million American adults use search engines on a given day. Even though there are many Internet search engines, Google, Yahoo!, and MSN receive over 81% of all search requests. Despite claims that the quality of search provided by Yahoo! and MSN now equals that of Google, Google continues to thrive as the search engine of choice, receiving over 46% of all search requests, nearly double the volume of Yahoo! and over four times that of MSN. I use Google's search engine on a daily basis and rarely request information from other search engines. One day, I decided to visit the homepages of Google. Yahoo!, and MSN to compare the quality of search results. Coffee was on my mind that day, so I entered the simple query "coffee" in the search box at each homepage. Table 1 shows the top ten (unsponsored) results returned by each search engine. Although ordered differently, two webpages, www.peets.com and www.coffeegeek.com, appear in all three top ten lists. In addition, each pairing of top ten lists has two additional results in common. Depending on the information I hoped to obtain about coffee by using the search engines, I could argue that any one of the three returned better results: however, I was not looking for a particular webpage, so all three listings of search results seemed of equal quality. Thus, I plan to continue using Google. My decision is indicative of the problem Yahoo!, MSN, and other search engine companies face in the quest to obtain a larger percentage of Internet search volume. Search engine users are loyal to one or a few search engines and are generally happy with search results. Thus, as long as Google continues to provide results deemed high in quality, Google likely will remain the top search engine. But what set Google apart from its competitors in the first place? The answer is PageRank. In this article I explain this simple mathematical algorithm that revolutionized Web search.
Theme
Suchmaschinen
Retrievalalgorithmen
Object
PageRank

Similar documents (content)

  1. Spink, A.; Jansen, B.J.; Blakely, C.; Koshman, S.: ¬A study of results overlap and uniqueness among major Web search engines (2006) 0.43
    0.4282513 = sum of:
      0.4282513 = product of:
        1.1895869 = sum of:
          0.031016322 = weight(abstract_txt:three in 993) [ClassicSimilarity], result of:
            0.031016322 = score(doc=993,freq=2.0), product of:
              0.090811215 = queryWeight, product of:
                1.2447307 = boost
                4.41619 = idf(docFreq=1451, maxDocs=44218)
                0.01652024 = queryNorm
              0.34154725 = fieldWeight in 993, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.41619 = idf(docFreq=1451, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.07139502 = weight(abstract_txt:returned in 993) [ClassicSimilarity], result of:
            0.07139502 = score(doc=993,freq=1.0), product of:
              0.1742492 = queryWeight, product of:
                1.4078145 = boost
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.01652024 = queryNorm
              0.4097294 = fieldWeight in 993, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.007904335 = weight(abstract_txt:that in 993) [ClassicSimilarity], result of:
            0.007904335 = score(doc=993,freq=1.0), product of:
              0.06099933 = queryWeight, product of:
                1.5583198 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.01652024 = queryNorm
              0.12958068 = fieldWeight in 993, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.07527909 = weight(abstract_txt:results in 993) [ClassicSimilarity], result of:
            0.07527909 = score(doc=993,freq=9.0), product of:
              0.13176 = queryWeight, product of:
                2.2902656 = boost
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.01652024 = queryNorm
              0.5713349 = fieldWeight in 993, product of:
                3.0 = tf(freq=9.0), with freq of:
                  9.0 = termFreq=9.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.23663121 = weight(abstract_txt:engines in 993) [ClassicSimilarity], result of:
            0.23663121 = score(doc=993,freq=14.0), product of:
              0.21812771 = queryWeight, product of:
                2.4904938 = boost
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.01652024 = queryNorm
              1.0848287 = fieldWeight in 993, product of:
                3.7416575 = tf(freq=14.0), with freq of:
                  14.0 = termFreq=14.0
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.12322306 = weight(abstract_txt:yahoo in 993) [ClassicSimilarity], result of:
            0.12322306 = score(doc=993,freq=1.0), product of:
              0.3402777 = queryWeight, product of:
                3.1106186 = boost
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.01652024 = queryNorm
              0.36212498 = fieldWeight in 993, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.10509183 = weight(abstract_txt:google in 993) [ClassicSimilarity], result of:
            0.10509183 = score(doc=993,freq=1.0), product of:
              0.35792455 = queryWeight, product of:
                4.0353923 = boost
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.01652024 = queryNorm
              0.29361448 = fieldWeight in 993, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.16216208 = weight(abstract_txt:engine in 993) [ClassicSimilarity], result of:
            0.16216208 = score(doc=993,freq=2.0), product of:
              0.37934563 = queryWeight, product of:
                4.1543927 = boost
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.01652024 = queryNorm
              0.42747846 = fieldWeight in 993, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
          0.37688404 = weight(abstract_txt:search in 993) [ClassicSimilarity], result of:
            0.37688404 = score(doc=993,freq=17.0), product of:
              0.45692536 = queryWeight, product of:
                7.560996 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.01652024 = queryNorm
              0.82482624 = fieldWeight in 993, product of:
                4.1231055 = tf(freq=17.0), with freq of:
                  17.0 = termFreq=17.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0546875 = fieldNorm(doc=993)
        0.36 = coord(9/25)
    
  2. Thelwall, M.: Assessing web search engines : a webometric approach (2011) 0.41
    0.40960383 = sum of:
      0.40960383 = product of:
        1.1377884 = sum of:
          0.03655389 = weight(abstract_txt:simple in 10) [ClassicSimilarity], result of:
            0.03655389 = score(doc=10,freq=1.0), product of:
              0.08791844 = queryWeight, product of:
                5.321862 = idf(docFreq=586, maxDocs=44218)
                0.01652024 = queryNorm
              0.41577047 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.321862 = idf(docFreq=586, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.027816914 = weight(abstract_txt:over in 10) [ClassicSimilarity], result of:
            0.027816914 = score(doc=10,freq=1.0), product of:
              0.08388686 = queryWeight, product of:
                1.1963345 = boost
                4.244485 = idf(docFreq=1723, maxDocs=44218)
                0.01652024 = queryNorm
              0.33160037 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.244485 = idf(docFreq=1723, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.10199288 = weight(abstract_txt:returned in 10) [ClassicSimilarity], result of:
            0.10199288 = score(doc=10,freq=1.0), product of:
              0.1742492 = queryWeight, product of:
                1.4078145 = boost
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.01652024 = queryNorm
              0.5853277 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.062089145 = weight(abstract_txt:results in 10) [ClassicSimilarity], result of:
            0.062089145 = score(doc=10,freq=3.0), product of:
              0.13176 = queryWeight, product of:
                2.2902656 = boost
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.01652024 = queryNorm
              0.47122908 = fieldWeight in 10, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.09034621 = weight(abstract_txt:engines in 10) [ClassicSimilarity], result of:
            0.09034621 = score(doc=10,freq=1.0), product of:
              0.21812771 = queryWeight, product of:
                2.4904938 = boost
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.01652024 = queryNorm
              0.41418952 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.17603292 = weight(abstract_txt:yahoo in 10) [ClassicSimilarity], result of:
            0.17603292 = score(doc=10,freq=1.0), product of:
              0.3402777 = queryWeight, product of:
                3.1106186 = boost
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.01652024 = queryNorm
              0.51732135 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.15013118 = weight(abstract_txt:google in 10) [ClassicSimilarity], result of:
            0.15013118 = score(doc=10,freq=1.0), product of:
              0.35792455 = queryWeight, product of:
                4.0353923 = boost
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.01652024 = queryNorm
              0.41944924 = fieldWeight in 10, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.23166011 = weight(abstract_txt:engine in 10) [ClassicSimilarity], result of:
            0.23166011 = score(doc=10,freq=2.0), product of:
              0.37934563 = queryWeight, product of:
                4.1543927 = boost
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.01652024 = queryNorm
              0.6106835 = fieldWeight in 10, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
          0.26116514 = weight(abstract_txt:search in 10) [ClassicSimilarity], result of:
            0.26116514 = score(doc=10,freq=4.0), product of:
              0.45692536 = queryWeight, product of:
                7.560996 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.01652024 = queryNorm
              0.5715707 = fieldWeight in 10, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.078125 = fieldNorm(doc=10)
        0.36 = coord(9/25)
    
  3. Bar-Ilan, J.; Levene, M.; Mat-Hassan, M.: Methods for evaluating dynamic changes in search engine rankings : a case study (2006) 0.40
    0.4046218 = sum of:
      0.4046218 = product of:
        1.0115545 = sum of:
          0.030816723 = weight(abstract_txt:each in 616) [ClassicSimilarity], result of:
            0.030816723 = score(doc=616,freq=3.0), product of:
              0.07899019 = queryWeight, product of:
                1.1608931 = boost
                4.118742 = idf(docFreq=1954, maxDocs=44218)
                0.01652024 = queryNorm
              0.39013353 = fieldWeight in 616, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.118742 = idf(docFreq=1954, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.038943682 = weight(abstract_txt:over in 616) [ClassicSimilarity], result of:
            0.038943682 = score(doc=616,freq=4.0), product of:
              0.08388686 = queryWeight, product of:
                1.1963345 = boost
                4.244485 = idf(docFreq=1723, maxDocs=44218)
                0.01652024 = queryNorm
              0.46424055 = fieldWeight in 616, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.244485 = idf(docFreq=1723, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.03798708 = weight(abstract_txt:three in 616) [ClassicSimilarity], result of:
            0.03798708 = score(doc=616,freq=3.0), product of:
              0.090811215 = queryWeight, product of:
                1.2447307 = boost
                4.41619 = idf(docFreq=1451, maxDocs=44218)
                0.01652024 = queryNorm
              0.41830826 = fieldWeight in 616, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.41619 = idf(docFreq=1451, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.07139502 = weight(abstract_txt:returned in 616) [ClassicSimilarity], result of:
            0.07139502 = score(doc=616,freq=1.0), product of:
              0.1742492 = queryWeight, product of:
                1.4078145 = boost
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.01652024 = queryNorm
              0.4097294 = fieldWeight in 616, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4921947 = idf(docFreq=66, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.013690707 = weight(abstract_txt:that in 616) [ClassicSimilarity], result of:
            0.013690707 = score(doc=616,freq=3.0), product of:
              0.06099933 = queryWeight, product of:
                1.5583198 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.01652024 = queryNorm
              0.22444029 = fieldWeight in 616, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.06638991 = weight(abstract_txt:results in 616) [ClassicSimilarity], result of:
            0.06638991 = score(doc=616,freq=7.0), product of:
              0.13176 = queryWeight, product of:
                2.2902656 = boost
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.01652024 = queryNorm
              0.50387 = fieldWeight in 616, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.16732353 = weight(abstract_txt:engines in 616) [ClassicSimilarity], result of:
            0.16732353 = score(doc=616,freq=7.0), product of:
              0.21812771 = queryWeight, product of:
                2.4904938 = boost
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.01652024 = queryNorm
              0.7670897 = fieldWeight in 616, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.14862229 = weight(abstract_txt:google in 616) [ClassicSimilarity], result of:
            0.14862229 = score(doc=616,freq=2.0), product of:
              0.35792455 = queryWeight, product of:
                4.0353923 = boost
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.01652024 = queryNorm
              0.41523355 = fieldWeight in 616, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.16216208 = weight(abstract_txt:engine in 616) [ClassicSimilarity], result of:
            0.16216208 = score(doc=616,freq=2.0), product of:
              0.37934563 = queryWeight, product of:
                4.1543927 = boost
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.01652024 = queryNorm
              0.42747846 = fieldWeight in 616, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
          0.2742234 = weight(abstract_txt:search in 616) [ClassicSimilarity], result of:
            0.2742234 = score(doc=616,freq=9.0), product of:
              0.45692536 = queryWeight, product of:
                7.560996 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.01652024 = queryNorm
              0.6001492 = fieldWeight in 616, product of:
                3.0 = tf(freq=9.0), with freq of:
                  9.0 = termFreq=9.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0546875 = fieldNorm(doc=616)
        0.4 = coord(10/25)
    
  4. Jansen, B.J.; Zhang, M.; Schultz, C.D.: Brand and its effect on user perception of search engine performance (2009) 0.39
    0.3909185 = sum of:
      0.3909185 = product of:
        1.2216203 = sum of:
          0.009033524 = weight(abstract_txt:that in 2948) [ClassicSimilarity], result of:
            0.009033524 = score(doc=2948,freq=1.0), product of:
              0.06099933 = queryWeight, product of:
                1.5583198 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.01652024 = queryNorm
              0.1480922 = fieldWeight in 2948, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.039085988 = weight(abstract_txt:quality in 2948) [ClassicSimilarity], result of:
            0.039085988 = score(doc=2948,freq=1.0), product of:
              0.13440691 = queryWeight, product of:
                1.7485813 = boost
                4.6528544 = idf(docFreq=1145, maxDocs=44218)
                0.01652024 = queryNorm
              0.2908034 = fieldWeight in 2948, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6528544 = idf(docFreq=1145, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.040556457 = weight(abstract_txt:results in 2948) [ClassicSimilarity], result of:
            0.040556457 = score(doc=2948,freq=2.0), product of:
              0.13176 = queryWeight, product of:
                2.2902656 = boost
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.01652024 = queryNorm
              0.30780554 = fieldWeight in 2948, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.10221507 = weight(abstract_txt:engines in 2948) [ClassicSimilarity], result of:
            0.10221507 = score(doc=2948,freq=2.0), product of:
              0.21812771 = queryWeight, product of:
                2.4904938 = boost
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.01652024 = queryNorm
              0.46860194 = fieldWeight in 2948, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.14082634 = weight(abstract_txt:yahoo in 2948) [ClassicSimilarity], result of:
            0.14082634 = score(doc=2948,freq=1.0), product of:
              0.3402777 = queryWeight, product of:
                3.1106186 = boost
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.01652024 = queryNorm
              0.4138571 = fieldWeight in 2948, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.120104946 = weight(abstract_txt:google in 2948) [ClassicSimilarity], result of:
            0.120104946 = score(doc=2948,freq=1.0), product of:
              0.35792455 = queryWeight, product of:
                4.0353923 = boost
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.01652024 = queryNorm
              0.3355594 = fieldWeight in 2948, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.39314026 = weight(abstract_txt:engine in 2948) [ClassicSimilarity], result of:
            0.39314026 = score(doc=2948,freq=9.0), product of:
              0.37934563 = queryWeight, product of:
                4.1543927 = boost
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.01652024 = queryNorm
              1.0363643 = fieldWeight in 2948, product of:
                3.0 = tf(freq=9.0), with freq of:
                  9.0 = termFreq=9.0
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
          0.37665772 = weight(abstract_txt:search in 2948) [ClassicSimilarity], result of:
            0.37665772 = score(doc=2948,freq=13.0), product of:
              0.45692536 = queryWeight, product of:
                7.560996 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.01652024 = queryNorm
              0.824331 = fieldWeight in 2948, product of:
                3.6055512 = tf(freq=13.0), with freq of:
                  13.0 = termFreq=13.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0625 = fieldNorm(doc=2948)
        0.32 = coord(8/25)
    
  5. Bilal, D.: Ranking, relevance judgment, and precision of information retrieval on children's queries : evaluation of Google, Yahoo!, Bing, Yahoo! Kids, and ask Kids (2012) 0.37
    0.37274933 = sum of:
      0.37274933 = product of:
        1.1648417 = sum of:
          0.050294966 = weight(abstract_txt:nearly in 393) [ClassicSimilarity], result of:
            0.050294966 = score(doc=393,freq=1.0), product of:
              0.13795641 = queryWeight, product of:
                1.2526535 = boost
                6.666449 = idf(docFreq=152, maxDocs=44218)
                0.01652024 = queryNorm
              0.36457142 = fieldWeight in 393, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.666449 = idf(docFreq=152, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.08338904 = weight(abstract_txt:google's in 393) [ClassicSimilarity], result of:
            0.08338904 = score(doc=393,freq=1.0), product of:
              0.19325534 = queryWeight, product of:
                1.482606 = boost
                7.890225 = idf(docFreq=44, maxDocs=44218)
                0.01652024 = queryNorm
              0.43149668 = fieldWeight in 393, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.890225 = idf(docFreq=44, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.013690707 = weight(abstract_txt:that in 393) [ClassicSimilarity], result of:
            0.013690707 = score(doc=393,freq=3.0), product of:
              0.06099933 = queryWeight, product of:
                1.5583198 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.01652024 = queryNorm
              0.22444029 = fieldWeight in 393, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.16732353 = weight(abstract_txt:engines in 393) [ClassicSimilarity], result of:
            0.16732353 = score(doc=393,freq=7.0), product of:
              0.21812771 = queryWeight, product of:
                2.4904938 = boost
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.01652024 = queryNorm
              0.7670897 = fieldWeight in 393, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                5.3016257 = idf(docFreq=598, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.34852743 = weight(abstract_txt:yahoo in 393) [ClassicSimilarity], result of:
            0.34852743 = score(doc=393,freq=8.0), product of:
              0.3402777 = queryWeight, product of:
                3.1106186 = boost
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.01652024 = queryNorm
              1.0242441 = fieldWeight in 393, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                6.6217136 = idf(docFreq=159, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.21018367 = weight(abstract_txt:google in 393) [ClassicSimilarity], result of:
            0.21018367 = score(doc=393,freq=4.0), product of:
              0.35792455 = queryWeight, product of:
                4.0353923 = boost
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.01652024 = queryNorm
              0.58722895 = fieldWeight in 393, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.3689504 = idf(docFreq=559, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.16216208 = weight(abstract_txt:engine in 393) [ClassicSimilarity], result of:
            0.16216208 = score(doc=393,freq=2.0), product of:
              0.37934563 = queryWeight, product of:
                4.1543927 = boost
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.01652024 = queryNorm
              0.42747846 = fieldWeight in 393, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5272765 = idf(docFreq=477, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
          0.12927015 = weight(abstract_txt:search in 393) [ClassicSimilarity], result of:
            0.12927015 = score(doc=393,freq=2.0), product of:
              0.45692536 = queryWeight, product of:
                7.560996 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.01652024 = queryNorm
              0.28291306 = fieldWeight in 393, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0546875 = fieldNorm(doc=393)
        0.32 = coord(8/25)