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Configuration & Recommendation
1. AGILE M18 Review, 20 October 2017, Brussels (Belgium)
Configuration & Recommendation
ALEXANDER FELFERNIG, SEDA POLAT-ERDENIZ, AND
CHRISTOPH URAN, GRAZ UNIVERSITY OF TECHNOLOGY
(AGILE RESEARCH PARTNER)
1
15. Why it Matters?
1. Ramp-up of IoT environments: need for
configuration technologies omnipresent!
(up to 40x lower development costs!)
2. Tackling „no solution can be found“ dilemma
in interactive scenarios
3. Recommendation technologies crucial for
tackling „mass confusion“
(e.g. Helpful for non-expert workflow
developers)
4. Efficiency a crucial factor for applicability
15
16. Ongoing Work
1. Increasing search efficiency of ASP based
configuration KBs in very complex domains
(through „lazy conflict detection“)
2. Extending existing prototype configuration
knowledge bases
3. Improving the prediction quality of AGILE
recommenders by taking into account further
datasources, MF algorithms
4. Knowledge compilation (for gateway) using,
e.g., binary decision diagrams (BDDs)
16
17. Selected Publications
17
1. A. Felfernig, S. Polat Erdeniz, P. Azzoni, M. Jeran, A. Akcay, and C. Doukas. Towards
Configuration Technologies for IoT Gateways, International Workshop on Configuration
2016 (ConfWS'16), pp. 73-76, Toulouse, France, 2016.
2. A. Felfernig, M. Atas, S. Polat-Erdeniz. Cluster Based Direct Diagnosis. International
Workshop on Configuration (ConfWS'17), Paris, France, 2017.
3. A. Felfernig, A. Falkner, M. Atas, S. Polat-Erdeniz, C. Uran, and P. Azzoni. ASP-based
Knowledge Representations or IoT Configuration Scenarios. International Workshop on
Configuration (ConfWS'17), pp. 62-67, Paris, France, 2017.
4. S. Polat Erdeniz, A. Felfernig, M. Atas, TNT. Tran, M. Jeran, and M. Stettinger. Cluster-
Specific Heuristics for Constraint Solving, 30th International Conference on Industrial
Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, Arras,
France, pp. 21-30, 2017.
5. R. Walter, A. Felfernig, and W. Küchlin, Constraint-Based and SAT-Based Diagnosis of
Automotive Configuration Problems, Journal of Intelligent Information Systems (JIIS),
2016.
6. T. Ulz, M. Schwarz, A. Felfernig, S. Haas, S. Reiterer, and M. Stettinger, Human Computation
for Constraint-based Recommenders, Journal of Intelligent Information Systems (JIIS),
2016.
7. J. Tiihonen and A. Felfernig. An Introduction to Personalization and Mass Customization,
Journal of Intelligent Information Systems (JIIS), pp. 1-6, 2017.
19. Appendix: Review AGENDA
19
9.00 Start
15min Brief intro (recap of previous episodes, main architecture / achievements in a nutshell) — Raffaele
9.15 (30min) IoT Hardware innovation: the Industrial and Maker's hardware gateway (roughly WP1) —
Paolo (Ramon?)
9.45 (45min) Enabling rapid prototyping: AGILE gateway, device, protocol mgmt, software release, packaged
components (roughly WP2+WP3) — Georgios + Csaba
10.30 (10min) Coffee Break
10.40 (20min) AGILE Development Environment, demo — Csaba (WP3)
11.00 (30min) AGILE Research, brief results overview: recommender and configuration + security —
Alexander/Seda + Juan David (recommender and WP5)
11.30 (60min) IoT and Cloud services interactions (including demo) — Roman (WP4)
12.30 lunch (1.5hr - can be shortened in case of time constraints)
14.00 restart
14.00 (90min) AGILE Pilots (focus on use of AGILE architecture in pilots and on what innovation potential
came out of those) — Andreas (+ Pilot leaders) (WP8)
15.30 (20min) innovations radar — Jonas
15.50 (10min) Coffee Break
16.00 (20min) impact, open calls and external collaboration — Johnny (WP6)
16.20 (20min) partnership and dissemination — Philippe (WP7)
16.40 (30min) Administrative / financial — Margherita (WP9)
17.10 (35min) reviewers / PO debriefing
17.45 (15min) PO to present main conclusions / first feedback
18.00 end (can be extended until 18.30 at the latest in case of overrunning the schedule)