| 2 | -- | 4 | Yumi Iwasaki. Expert Opinion: Qualitative Reasoning and the Science of Design |
| 4 | -- | 5 | Lynn Andrea Stein. New Directions: In the Eye of the Beholder |
| 6 | -- | 12 | Marti A. Hearst. Trends & Controversies: The Role of Aesthetics in Intelligent Systems |
| 13 | -- | 15 | Sara Reese Hedberg. Executive Insight: AI Coming of Age: NASA Uses AI for Autonomous Space Exploration |
| 16 | -- | 21 | Yumi Iwasaki. Guest Editor s Introduction: Real-World Applications of Qualitative Reasoning |
| 22 | -- | 31 | Louise Travé-Massuyès, Robert Milne. Gas-Turbine Condition Monitoring Using Qualitative Model-Based Diagnosis |
| 32 | -- | 41 | Kenneth D. Forbus. Using Qualitative Physics to Create Articulate Educational Software |
| 42 | -- | 46 | Marcos Vescovi, Marcelo M. Lamego, Adam Farquhar. Modeling and Simulation of a Complex Industrial Process |
| 47 | -- | 53 | Boi Faltings. Qualitative Models as Indices for Memory-Based Prediction |
| 54 | -- | 61 | Tomohiko Sakao, Yasushi Umeda, Tetsuo Tomiyama, Yoshiki Shimomura. Model-Based Automatic Generation of Sequence-Control Programs from Design Information |
| 62 | -- | 70 | Ashok K. Goel. Design, Analogy, and Creativity |
| 71 | -- | 76 | Alex H. B. Duffy. The What and How of Learning in Design |
| 78 | -- | 85 | Jintae Lee. Design Rationale Systems: Understanding the Issues |
| 86 | -- | 93 | Zita A. Vale, A. Machado e Moura, M. Fernanda Fernandes, Albino Marques, Couto Rosado, Carlos Ramos. Sparse: An Intelligent Alarm Processor and Operator Assistant |
| 94 | -- | 97 | Tom Centrella. Interview: Ben Kuipers: Using Qualitative Reasoning |
| 98 | -- | 99 | Giovanni Flammia. Internet Services: XML and Style Sheets Promise to Make the Web More Accessible |
| 100 | -- | 102 | Anne Humphreys. Expert Online: Navigating the IEEE Expert Online Underground |
| 102 | -- | 103 | Ernest Davis. Focus: Qualitative Simulation and Prediction |