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Using Transaction Logs to Characterize User Needs Search Analysis of a Digital Library for Educators Marcia A. Mardis, EdD Assistant Professor Wayne State University
Michigan Teacher Network  (MTN) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What do search logs say? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key IS Researchers & Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key IS Researchers & Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Consistent IS Study Findings ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key TE Researchers & Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Key TE Researchers & Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Research Questions ,[object Object],[object Object]
Characteristics of 2003 Windows 2:38pm 2:40pm 3:12pm Mean time of search 1.99 1.97 2.48 Mean words per string 420 530 776 Mean Searches per day 5896 7462 10870 N 4/29-5/14 3/26-4/9 2/19-3/5
Top Searches 2/19-3/5/2003 58 technology education 64 elementary education 64 economics 71 social studies 90 lesson plans 102 sciences 72 history 91 states 87 sound 300 classroom management
Top Searches 3/26-4/9/2003 31 life science 34 music 35 rainforests 39 weather 41 private schools 47 fractions 51 educational assessment 55 lesson plans 60 physical education 304 classroom management
Top Searches 4/29- 5/14/2003 27 organizational skills 28 plagiarism 30 plants 31 zookeeper 37 private schools 41 lesson plans 48 science 109 poetry of  kids 146 listserv(s) 180 classroom management
1 3 2
Characteristics of 2004 Windows
Top Searches  2/19-3/5/2004   n=4048 19 ancient Japan 21 science 22 background clipart 22 teacher certification 25 Reading Strategies 31 clipart 36 core democratic values 51 lesson plans 72 solar system 179 classroom management
Top Searches 3/26 - 4/9/2004 N=2083 15 state curriculum guides  16 Michigan Educational Assessment Program  16 school districts  19 public schools  22 "choices and consequences"  22 solar system  24 teacher certification  31 colleges careers  33 lesson plans  163 classroom management
Top Searches 4/29-5/14/2004 N=12723
Characteristics of 2005 1:14 pm 2.5 385 1/1-12/31/2005 Mean time of day Mean words per string Mean Searches per day N=140012
Top Searches 1/1/05-12/31/05 378 Michigan Educational Assessment Program 401 Reference services 532 MEAP 647 Teachers reference 682 Clearinghouses 727 Teacher certification 881 Lesson plans 991 Educational research 2823 Education 4885 Classroom management
Characteristics of 2006 3 Mean words per search 1:07 pm Mean time of day 557 1/1-12/31/2006 Mean searches per day N=178,730
Cumulative Frequencies 04-06 2352 special education and special needs students 3969 teachers reference and teacher certification 1055 Michigan  1275 MEAP 1472 Internet 1659 reference services 1854 lesson plans 3062 clearinghouses 4170 educational research 8586 education 9073 classroom management
Curriculum areas 2004-2006
Implications ,[object Object],[object Object],[object Object],[object Object],[object Object]
Implications ,[object Object],[object Object],[object Object],[object Object],[object Object]
On his way to use MTN/MER? -During & After school -Management issues -Science teaching - New teacher
Users search the strangest things… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Caveats ,[object Object],[object Object],[object Object],[object Object]
Caveats ,[object Object],[object Object]

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Search Strings Presentation IASL 2007

  • 1. Using Transaction Logs to Characterize User Needs Search Analysis of a Digital Library for Educators Marcia A. Mardis, EdD Assistant Professor Wayne State University
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  • 10. Characteristics of 2003 Windows 2:38pm 2:40pm 3:12pm Mean time of search 1.99 1.97 2.48 Mean words per string 420 530 776 Mean Searches per day 5896 7462 10870 N 4/29-5/14 3/26-4/9 2/19-3/5
  • 11. Top Searches 2/19-3/5/2003 58 technology education 64 elementary education 64 economics 71 social studies 90 lesson plans 102 sciences 72 history 91 states 87 sound 300 classroom management
  • 12. Top Searches 3/26-4/9/2003 31 life science 34 music 35 rainforests 39 weather 41 private schools 47 fractions 51 educational assessment 55 lesson plans 60 physical education 304 classroom management
  • 13. Top Searches 4/29- 5/14/2003 27 organizational skills 28 plagiarism 30 plants 31 zookeeper 37 private schools 41 lesson plans 48 science 109 poetry of kids 146 listserv(s) 180 classroom management
  • 14. 1 3 2
  • 16. Top Searches 2/19-3/5/2004 n=4048 19 ancient Japan 21 science 22 background clipart 22 teacher certification 25 Reading Strategies 31 clipart 36 core democratic values 51 lesson plans 72 solar system 179 classroom management
  • 17. Top Searches 3/26 - 4/9/2004 N=2083 15 state curriculum guides 16 Michigan Educational Assessment Program 16 school districts 19 public schools 22 "choices and consequences" 22 solar system 24 teacher certification 31 colleges careers 33 lesson plans 163 classroom management
  • 19. Characteristics of 2005 1:14 pm 2.5 385 1/1-12/31/2005 Mean time of day Mean words per string Mean Searches per day N=140012
  • 20. Top Searches 1/1/05-12/31/05 378 Michigan Educational Assessment Program 401 Reference services 532 MEAP 647 Teachers reference 682 Clearinghouses 727 Teacher certification 881 Lesson plans 991 Educational research 2823 Education 4885 Classroom management
  • 21. Characteristics of 2006 3 Mean words per search 1:07 pm Mean time of day 557 1/1-12/31/2006 Mean searches per day N=178,730
  • 22. Cumulative Frequencies 04-06 2352 special education and special needs students 3969 teachers reference and teacher certification 1055 Michigan 1275 MEAP 1472 Internet 1659 reference services 1854 lesson plans 3062 clearinghouses 4170 educational research 8586 education 9073 classroom management
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  • 26. On his way to use MTN/MER? -During & After school -Management issues -Science teaching - New teacher
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