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Dicode - Mastering Data-Intensive Collaboration and Decision Making

Project type: Small or medium-scale focused research project (STREP)
Funding scheme: Collaborative project
Start date: 01 September 2010
Duration: 36 months
EU funding: € 2,599,991.00
Total: € 3,510,04.00
Number of partners: 8
Project coordinator: Computer Technology Institute & Press "Diophantus" (CTI), Greece

The goal of the Dicode project is to facilitate and augment collaboration and decision making in data-intensive and cognitively-complex settings. To do so, it will exploit and build on the most prominent high-performance computing paradigms and large data processing technologies - such as cloud computing, MapReduce, Hadoop, Mahout, and column databases – to meaningfully search, analyze and aggregate data existing in diverse, extremely large, and rapidly evolving sources. Building on current advancements, the solution foreseen in the Dicode project will bring together the reasoning capabilities of both the machine and the humans. It can be viewed as an innovative workbench incorporating and orchestrating a set of interoperable services that reduce the data-intensiveness and complexity overload at critical decision points to a manageable level, thus permitting stakeholders to be more productive and concentrate on creative activities. Services to be developed are: (i) scalable data mining services (including services for text mining and opinion mining), (ii) collaboration support services, and (iii) decision making support services.

The achievement of the Dicode project’s goal will be validated through three use cases addressing clearly established problems. These cases were chosen to test the transferability of Dicode solution in different collaboration and decision making settings, associated with diverse types of data and data sources, thus covering the full range of the foreseen solution’s features and functionalities. They concern: (i) scientific collaboration supported by integrated large-scale knowledge discovery in clinico-genomic research, (ii) delivering pertinent information from heterogeneous data to communities of doctors and patients in medical treatment decision making, and (iii) capturing tractable, commercially valuable high-level information from unstructured Web 2.0 data for opinion mining.

The Dicode project (dicode-project.eu) is funded by the European Commission, Information Society and Media Directorate General, under the FP7 Cooperation programme (ICT/SO 4.3: Intelligent Information Management).

Latest Blog Posts

Thursday, February 23, 2012 - 16:39 by nikoskaracapilidis

In the context of dicoSyn 2012, a keynote titled “Enhancing a collaboration space with social media features to support data-intensive collaboration” was given by Prof. Wolfgang Prinz, who is the Project Coordinator of the EU-funded Granatum project (http://granatum.org/). In his talk, Prof. Prinz presented the approach and challenges of this project, which aims at the development of a cooperation environment for chemoprevention researchers. This action initiated the establishment of a close collaboration between the Dicode and Granatum EU projects.

Thursday, February 23, 2012 - 16:24 by nikoskaracapilidis

The first scientific Dicode workshop, namely "dicoSyn 2012: Mastering Data-Intensive Collaboration through the Synergy of Human and Machine Reasoning" (http://dicode.cti.gr/dicosyn12/) took place in Seattle, in the context of CSCW 2012 (Feb 12, 2012). Eight papers were presented, thus bringing together researchers and practitioners from different scientific fields and research communities to further explore the synergy between human and machine intelligence.

A very productive session, held at the end of the workshop, concerned discussion on cross cutting themes; this resulted to the collaborative production and elaboration of very useful insights for future work on the workshop’s research issues.

The proceedings of the dicoSyn 2012 workshop are in preparation. Plans for producing a special issue at an international journal – with extended versions of the dicoSyn 2012 papers - are also in progress.

Tuesday, December 13, 2011 - 17:46 by doris

Max Jakob from Neofonie's Dicode team gave a hands on presentation on Apache Pig for Natural Languge Processing at the Hadoop Get Together in Berlin. http://blog.isabel-drost.de/index.php/archives/343/apache-hadoop-get-tog...

Monday, November 21, 2011 - 18:47 by nikoskaracapilidis

Contemporary collaboration settings are often associated with huge, ever-increasing amounts of multiple types of data, which may vary in terms of relevance, subjectivity and importance, ranging from individual opinions to broadly accepted practices. In such settings, collective sense making is crucial for well-informed decision making. This sense making process may both utilize and provide input to intelligent information analysis tools. Through position papers and interactive discussions, this workshop aims to bring together researchers and practitioners from different scientific fields and research communities to further explore (i) the synergy between human and machine intelligence, and (ii) larger issues surrounding analytical practices and data sharing practices in the above settings.

Submissions due: December 2, 2011

For details, see: http://dicode.cti.gr/dicosyn12/

Friday, October 14, 2011 - 17:14 by nikoskaracapilidis

A paper entitled “Facilitating Scientific Collaboration in Data-Intensive Biomedical Settings”, authored by Nikos Karacapilidis, Manolis Tzagarakis, Spyros Christodoulou and Georgia Tsiliki, was presented at the 10th IEEE International Workshop on Biomedical Engineering (10BioEng), which took place in Kos Island, Greece (5-7 October 2011). Through a particular collaboration scenario, this paper explores various possibilities and challenges of managing biomedical collaboration with the use of the foreseen Dicode services.

Monday, October 10, 2011 - 16:52 by nenakaragianni

The paper entitled “Building on the synergy of machine and human reasoning to tackle data-intensive collaboration and decision making” (authored by Nikos Karacapilidis, Stefan Rüping, Manolis Tzagarakis, Axel Poigné and Spyros Christodoulou), which reports on the Dicode approach, was judged worthy of the “Best Research Paper Award” at the KES 3rd International Conference on Intelligent Decision Technologies (July 2011, Piraeus, Greece).

Sunday, October 9, 2011 - 17:14 by nikoskaracapilidis

The 3rd Dicode Consortium meeting was held in Patras, Greece (September 22-23, 2011). The meeting was attended by 19 persons representing all eight partners. It was organized by CTI.

Tuesday, September 20, 2011 - 22:56 by nikoskaracapilidis

The first Dicode workshop will be held in conjuction with CSCW 2012.

The title of the workshop is "Mastering Data-Intensive Collaboration through the Synergy of Human and Machine Reasoning".

Tuesday, June 7, 2011 - 12:08 by nenakaragianni

DICODE co-organises the international workshop "Adaptive Support for Team Collaboration" (http://astc2011.ascolla.org/),
to be held in conjunction with UMAP 2011 (www.umap2011.org) in Spain, July 11-15 2011.

The ASTC workshop is closely related to DICODE's collaboration dimension which constitutes -together with the data mining aspects- the conceptual foundations of the project. It is co-organized by members of the DICODE consortium, serving on the organizing and on the program committees.

Tuesday, June 7, 2011 - 12:06 by nenakaragianni

http://idt-11.kesinternational.org/

A paper entitled “Building on the synergy of machine and human reasoning to tackle data-intensive collaboration and decision making”, authored by Nikos Karacapilidis, Stefan Rüping, Manolis Tzagarakis, Axel Poigné and Spyros Christodoulou, will be presented at the 3rd KES International Conference on Intelligent Decision Technologies (KES-IDT-11), which will take place at the University of Piraeus, Greece.