SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Here we are

3rd review meeting

Cartif-Brussels 17/12/2014

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

The schdule

Deliverable completion rate= 36/47

Milestone completion rate= 7/12

State of the project:• Enabling system: complete• Information management: complete• Intelligence: in refinement phase• Large scale experiment: in preparation• Exploitation: big issue, great efforts

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

At the beginning of deployment

MS5: Wireless protocol fixed ->achieved

MS6: Small scale SandS Asset running -> achieved

MS7:Rule generator running -> partially achieved

MS8: Social network infrastructure fixed-> partially achieved

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

  WP

No Title 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 334 Wireless networking MS5 MS5 5 Rule system   MS7 MS7   6 Social networking     MS8     MS8       MS12

7 Small scale MS6 MS6 8 Large scale experiment MS9 MS10

9Dissemination and Expoitation MS11

10 Management MS12

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Starting from facts: Cartif mockup

Twin mockups• Cartif for demonstration• Milano for prototyping• Both for rxperimentig

All planned appliances in site All appliances connected to DI Experiment campaign started Functional tests in progress

The kitchen is open, let’s operate

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Metro Map

All the stations are connected, all convoys are operating,the ESN stations are still under completion

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

What social things are

Things◦ directly conducted by a

social network of facts◦ thanks to a continuous

optimization process◦ based on the learning of

the users’ needs and preferences

Optimization engine

User Preference learning

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

The overall procedure in three steps

Mining Fuzzy System Inference Reinforcement learning

TASK

Candidate RECIPES

finetuned RECIPEImproved RECIPE

MINING

FIS RL

• Similarity module OK• Fuzzy inference system OK• Reinforcement Learning OK• Their refinement and integration in progress• Open Source thread in

operation

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Moving to large scales

All agreements with the FIRE facilities have been established

Testing methods have been agreed as well

Some experiments on PlanetLab Slice have already started

Good news: no money required by the facilities (as academy)

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Exploitation: great deal, great challenge

New Icon Intermediate Exploitation plan Portal http://37.187.78.130/portal/index.phpMany meetings with companies

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Problems and delays

We are at point where the learning results depend on the collected data. Still worse the data must be collected online

The good thing is that the algorithms learn form a relatively short training set

Social network suffers by the same problem. A concrete instantiation starts from a non disregardable (though not enormous) database. Thus,

The two problems find an adequate solution in a serious collection of experimental data

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

Future (and final) steps of the project TRAINING

◦ Algorithms refinements• Selfish• IFS• RL ESPERIMENTS

◦ Mockup experimets:• Dta collectio• Stress tests

◦ Large scale experiments• Robustenss• Scalability• Integrability

EXPLOITATION◦ Companies◦ Startups

RESUMING◦ Manuals◦ Conclusions

SOCIAL HOUSEKEEPING THROUGH INTERCOMMUNICATING APPLIANCES AND SHARED RECIPES MERGING IN A PERVASIVE WEB-SERVICES INFRASTRUCTURE

The agenda

2.00-2.20 here we are +metroinfo UNIMI

2.20-2.35 mockup installations CARTIF

2.35-2.50 mockup information management GORE

2.50-3.05 information underground hub DI NTUA

3.05-3.20 protocols LBL

3.20-3.35 interface AMIS

3.35-3.55 intelligence-FIS UNIMI

3.55 - 4.05 embodiment, similarity module NTUA

4.05-4.15 RL UPV

4.15-4.30 large scale AMIS

4.30-4.40 Genth ARD

4.40-5.00 eploitaton plan CARTIF

5.00-6.00 Commission recommendations