Promoting library services in a Google world
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Purpose As the younger generation of born digital library users and even well‐established scholars rely increasingly on Google, or its new products Google Scholar and Google Book, for information resource discovery and access, libraries are finding it increasingly difficult to ensure that their own well structured web sites and information services are being utilized appropriately. This paper aims to highlight some of the changes occurring in the information environment and suggests ways of marketing library services effectively to today's users. Design/methodology/aproach Marketing concepts are explored in the paper, focusing on a clear understanding of users, the library's products, the appropriate place for service delivery, an appropriate pricing strategy – and effective promotional strategies. Promotional strategies which are being used effectively by some commercial organizations, as well as approaches being developed by some libraries, are highlighted. Practical hints are provided so that libraries can ensure that their missions of ensuring that every book has its reader can be accomplished in a new age of access to information in real books and journals and virtual books and journals and other information resources. Findings The paper finds that libraries no longer operate in a “come and get it” environment and new ways of outreach are described which ensure that librarians are out amongst their communities, creating an awareness of the services available and ensuring effective use of resources through a variety of approaches used in university libraries in Australia and at McGill University in Montreal, Canada. Originality/value This paper provides useful information on the changes occurring in the information environment and ways of marketing library services effectively to today's users.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.043 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it