IRE
Information Retrieval Experiment
An experiment: search strategy variations in SDI profiles
chapter
Lynn Evans
Butterworth & Company
Karen Sparck Jones
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Experiment 287
Documents
The documents used were not special in any way and were obtained on a
weekly basis from the INSPEC current file. The most important consideration
was that the document collection should be typical of the INSPEC database.
Eight weeks' documents were taken in two groups of 4 weeks each separated
by a time gap. Four consecutive weeks was considered a reasonably adequate
span in that the cycle of most journals would thereby be covered. The reason
for having two separate 4-weekly groups was to allow for profile performance
analysis and modifications in between the first 4 and last 4 weekly SDI runs.
In all over the 8 runs more than 20000 documents were matched against the
profile file, the individual weekly totals being 3095, 2640, 2582, 2194, 2542,
2781, 2123, and 2860.
As with many aspects of this experiment deciding the size of the document
collection was empirical. Later, when the pattern of retrieval performance
was found to be similar from week to week it was not considered worthwhile
completing the performance calculations for all 8 runs so that 20000
documents would seem to have been more than an adequate number and
something like 5000 would have been quite acceptable. Since then of course
the question of document collection size has been thoroughly considered as
part of the design of an `ideal' information retrieval test collection6-7
Queries
It was considered important that the profiles should be based on real rather
than artificial questions and that they should operate in a near-real'
environment. This was because one of the main objectives was to detect
differences between the retrieval performances of the search strategies which
showed through despite the hazards associated with real user assessments.
Experience in the INSPEC SDI investigation had highlighted the fact that
real users' relevance assessments were often not entirely based on subject
content but might be influenced by such factors as the language of the
original document, its source, the author's reputation, etc. It was also not
unknown for slight changes of interest not to be notified and only become
apparent on investigation of poor profile performance.
Despite these known irritations which only tend to cause confusion the
feeling was that they are an inevitable feature of operational systems and
should not be ignored by the use of artificial queries. On the other hand it was
not thought politic to use paying customers of INSPEC's commercial SDI
service because of the danger of their alienation when asked to assess
documents over and above those retrieved by their optimum profiles.
The compromise decided was to recruit a user group from UK university
research workers, the arrangement being that for their agreement to provide
subject interest statements and to assess the relevance of document outputs
they would gain, at no cost, experience of a mechanized current awareness
service. In selecting the university research workers the latest issue of the
Department of Education and Science's annual publication Scientific Research
in British Universities and Colleges was used as a random source of names,
addresses and subject interests.
Of the 100 people originally approached (40 Physics, 40