Usability : gaining a competitive edge : IFIP 17th World Computer Congress - TC13 stream on usability: gaining a competitive edge, August 25-30, 2002, Montréal, Québec, Canada
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
Preface. Committee Chairs. International Programme Committee. Part One: Keynote Speaker.Deconstructing Silos: The Business Value of Usability in the 21stCentury G. Lindgaard. Part Two: Technical Sessions. User-Centred Design Process. A Method-Independent Process Model of User-Centred Design T. Jokela. Use and Reuse of HCI Knowledge in the Software Development Lifecycle: Existing Approaches and What Developers Think E. Metzker, H. Reiterer. Analyzing the Role of Organizational Culture in the Implementation of User-Centered Design: Disentangling the Approaches for Cultural Analysis N. Iivari. Usability of Mobile Systems. The Importance of User Roles in Feature Bundling Decisions in Wireless Handheld Devices: Strategic User Needs Analysis (SUNA) S. Narasimhan, G. Lindgaard. Exploring the Use of the Mobile Phone N. Ozkan. Usability Engineering Milestones In Complex Product Development - Experiences At Nokia Mobile Phones: Industrial Experience P. Ketola. User Requirements Analysis. Use Case Maps: A Roadmap for Usability and Software Integrated Specification A. Alsumait, A.Seffah, T. Radhakrishnan. User Requirements Analysis: A Review of Supporting Methods M. Maguire, N. Bevan. Usability Evaluation. Specifying and Evaluating Usability Requirements Using the Common Industry Format: Four Case Studies N. Bevan, et al. Formal Usability Testing of Interactive Educational Software: A Case Study D. Van Greunen, J. Wesson. Tools. EQUAL: Towards an Inclusive Design Approach to Novice Programming Languages and Computing Environments for Native Users B. Patil, et al. MouseLupe: An Accessibility Tool for People with Low Vision L. Silva, et al. A Framework for Rapid Mid-Fidelity Prototyping of Web Sites D. Engelberg, A. Seffa. Web Usability. Keep on Trying: Online Securities Trading Sites D. Morenkov. User Satisfaction, Aesthetics and Usability: Beyond Reductionism G. Lindgaard, C. Dudek. Frameworks for Usability. Evaluating Security Tools towards Usable Security: A Usability Taxonomy for the Evaluation of Security Tools Based on a Categorization of User Errors J. Kaiser, M. Reichenbach. Improving Usability in Decision Support Systems: Practical Use of the Decision Enquiry Approach for Requirements Analysis C. Parker. Teaching Human-Computer Interaction: Qualitative Support for an Alternative Approach. P. Kotze, L. Oestreicher. Usability: Who Cares? Usability: Who Cares? An Analysis of Indifference Towards. Usability Within the IT Industry T. McCoy. Author Index. Keywords Index.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.006 | 0.002 |
| Research integrity | 0.002 | 0.008 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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