By analyzing our WebBridge link resolver logs, we are able to identify patterns of user behavior that is not available from vendor supplied usage statistics.
The log files generated by the WebBridge link resover provides data on linking origin, linked resource, a date and time stamp and whether the link was clicked. This information is enough to identify some usage patterns of both origins and resources that is difficult to get from any other source.
The raw log file looks something like this:
STATISTICS from 06-01-08 to 06-30-08 RESOURCE ORIGIN PLACEMENT DATE TIME CLICKED Academic search complete ISI includes Web of Science (V 1.0) Resolution server 06012008 000506 1 Academic search complete ISI includes Web of Science (V 1.0) Resolution server 06012008 000506 0 Academic search complete OCLC Worldcat Local Resolution server 06012008 000752 1 Academic search complete OCLC Worldcat Local Resolution server 06012008 000752 0 Science Direct ISI includes Web of Science (V 1.0) Resolution server 06012008 151916 1 Science Direct ISI includes Web of Science (V 1.0) Resolution server 06012008 151916 0 Science Direct ProQuest (All) Resolution server 06012008 152006 1 Science Direct ProQuest (All) Resolution server 06012008 152006 0 Science Direct Gale Resolution server 06012008 152038 1 Science Direct Gale Resolution server 06012008 152038 0 Science Direct Google Resolution server 06012008 152131 1 Science Direct Google Resolution server 06012008 152131 0 Science Direct Google Resolution server 06012008 152330 1 Science Direct Google Resolution server 06012008 152330 0 Science Direct Ovid Resolution server 06012008 152649 1 Science Direct Ovid Resolution server 06012008 152649 0 Science Direct PubMed Resolution server 06012008 152727 1 Science Direct PubMed Resolution server 06012008 152727 0
A Perl script is used to parse the log file, reformat the date and time stamp and upload the data into a MySQL database running on a web server. For some limited analysis, a desktop database such as Microsoft Access can be used, but for anything more than a couple of months worth of data, a more robust database is needed. The current database in MySQL contains about two years of data and is up to a little over 4.5 million rows.
With the WebBridge data in the database, we can run a series of SQL queries to extract a variety of information. For the quarterly summary report prepared for staff and administrators the tables and data include (see examples below):
Additional custom queries can be run to find virtually any combination of origin and resource, for example, top origin sources for JSTOR, or top resources for Web of Science. The WebBridge logs do not store the information needed to do more discrete analysis such as link activity to individual journals or requests to journals that we do not have available full text. Some of these features are available from other link resolvers such as SFX.
| Top 10 Origins - Q2 2008 |
Count |
| ISI includes Web of Science (V 1.0) | 64296 |
| OCLC Worldcat Local | 56728 |
| PubMed | 35086 |
| Ovid | 23472 |
| EBSCO | 17645 |
| CSA (All) | 13755 |
| ProQuest (All) | 12121 |
| 11987 | |
| Gale | 11577 |
| Engineering Village 2 | 9347 |
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| Top 25 CLICKED resource targets WCL originating links - Q1 2008 | |
| Resource | Count |
| Academic search complete | 8992 |
| Proquest: Articles | 6525 |
| Science Direct | 4070 |
| UW Catalog | 3101 |
| JSTOR | 2897 |
| Business Source Complete | 2146 |
| Highwire Press | 1563 |
| Sage Publications | 1326 |
| Springer LINK | 948 |
| Ingenta Select | 904 |
| Proquest | 903 |
| Wiley Interscience Journals | 851 |
| Project Muse | 828 |
| Gale: Expanded Academic Index | 813 |
| Ovid: Journals@Ovid LWW | 738 |
| Taylor & Francis Journals | 653 |
| Blackwell Humanities Social Science Collection | 636 |
| LexisNexis Academic Universe | 627 |
| InterLibrary Loan | 626 |
| Blackwell Synergy STM | 613 |
| Nature Publishing | 589 |
| Freely Accessible Science Journals | 545 |
| CINAHL Plus with Full Text | 497 |
| Cambridge Journals Online | 497 |
| Ovid: Journals@Ovid PsycArticles | 481 |
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|
| Top 25 CLICKED Resource Targets for Google Scholar originating Links | |
| Resource | Count |
| Academic search complete | 980 |
| UW Catalog | 923 |
| Science Direct | 715 |
| JSTOR | 711 |
| Proquest: Articles | 495 |
| IEEE Electronic Library Online | 363 |
| Business Source Complete | 356 |
| Ovid: Journals@Ovid PsycArticles | 210 |
| Taylor & Francis Journals | 197 |
| Springer LINK | 174 |
| InterLibrary Loan | 167 |
| Wiley Interscience Journals | 162 |
| Ingenta Select | 150 |
| Sage Publications | 147 |
| Psych Articles- Ovid | 137 |
| Ovid: Journals@Ovid LWW | 135 |
| Highwire Press | 121 |
| Blackwell Synergy STM | 117 |
| Blackwell Humanities Social Science Collection | 102 |
| Nature Publishing | 90 |
| American Chemical Society Web Editions | 86 |
| Freely Accessible Science Journals | 82 |
| Gale: Expanded Academic Index | 74 |
| Cambridge Journals Online | 69 |
| Proquest | 67 |
| Top 25 CLICKED targets for all incoming links |
|
| Resource |
Count |
| Academic search complete | 29273 |
| Science Direct | 25712 |
| UW Catalog | 20923 |
| Proquest: Articles | 17343 |
| JSTOR | 9557 |
| Wiley Interscience Journals | 7129 |
| Springer LINK | 6938 |
| Highwire Press | 5714 |
| Sage Publications | 5709 |
| Business Source Complete | 5529 |
| Blackwell Synergy STM | 5281 |
| Ovid: Journals@Ovid LWW | 4390 |
| Ingenta Select | 3963 |
| American Chemical Society Web Editions | 3827 |
| Taylor & Francis Journals | 3307 |
| InterLibrary Loan | 3246 |
| Freely Accessible Science Journals | 3186 |
| Nature Publishing | 2630 |
| CINAHL Plus with Full Text | 2627 |
| Proquest | 2610 |
| Ovid: Journals@Ovid PsycArticles | 2456 |
| Gale: Expanded Academic Index | 2423 |
| Blackwell Humanities Social Science Collection | 2379 |
| Directory of Open Access Journals | 2348 |
| Oxford Journals Online | 1883 |
Last modified: Monday August 04, 2008