Russian Academy of Sciences Laboratory of Computer Aided Integrated Systems
SPIIRAS
Report Laboratory 2016
Head of the Laboratory: Dr.Habil., Ph.D., Honored Scientist of Russia, Prof. Alexander V. Smirnov – intelligent configuration management of virtual & networked organizations and knowledge logistics, smir@iias.spb.su; http://cais.iias.spb.su

Laboratory Staff – 14 members.

Research Activities

Methods and technologies for knowledge logistics and intelligent management of virtual resource networks.

Research Fellows

Senior Researcher, Ph.D. – Alexey M. Kashevnik – methods and technologies for knowledge management in intelligent environments. alexey@iias.spb.su

Senior Researcher, Ph.D. – Andrew A. Krizhanovsky – methods and technologies for computational linguistics. aka@iias.spb.su

Senior Researcher, Ph.D. – Tatiana V. Levashova – methods and technologies for ontology management. tatiana.levashova@iias.spb.su

Senior Researcher, Ph.D. – Michael P. Pashkin – Internet-based technologies for group decision support. michael@iias.spb.su

Researcher, Ph.D. – Andrew V. Ponomarev – methods and technologies for complex decision support. ponomarev@iias.spb.su

Senior Researcher, Ph.D. – Sergey V. Savosin – methods and information technologies for business process management.

Senior Researcher, Assoc. Prof., Ph.D. – Nikolai G. Shilov – models and methods for networked organization configuration. nick@iias.spb.su

Senior Researcher, Ph.D. – Vladimir M. Shpakov - hybrid dynamic system modelling and simulation. vlad@iias.spb.su

Senior Researcher, Ph.D. – Nikolai N. Teslya – technologies for smart spaces. teslya@iias.spb.su

Junior Researcher, Ph.D. student, M.Sc. – Maxim S. Shchekotov – mobile services and social media technologies. shekotov@iias.spb.su

Defense of the Theses

Mingina Y.G. - Development of the Recommendation Generation Mechanism for Trip Planning Based on the Collaborative Filtering, Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Sekun E.S. - Development of the Model of Context-Dependent Decisions for Public Transport Trip Planning, Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Shpyrkov A.A. - Development of the User Clustering Based on Their Decisions, Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Afzali B.T. - Development of Architecture and Information Environment for Information Interaction Support of User and Smart Home Devices, Master Degree, 09.04.03 - Applied Informatics (ITMO University, supervisor - A. Kashevnik, PhD)

Grants and Projects

Smirnov A.V., Kashevnik A.M., – Group Control of Mobile Robots in Smart Space (RAS Presidium Program I.31, Subprogram “Actual robotics problems”, 2015-2017 joint with Prof. A.L. Ronzhin’ laboratory, SPIIRAS)

Smirnov A., Levashova T., Ponomarev A. – Development of Fundamentals and Technological Basis of Building Man-Machine Cloud Services for Decision Support Systems in Smart Space (RAS Presidium Program Program I.5, Subprogram "Intelligent Information Technologies and Systems", 2015–2017, the Project no. 213)

Smirnov A., Shilov N. – Development of the Methodology for Development Infomobile User Support Systems (RAS Presidium Program Program III.3, Subprogram of Nanotechnologies and Information Technology Department of the Russian Academy of Sciences “Intelligent Information Technologies, System Analysis and Automation”, 2015-2017, project 2.2).

Smirnov A., Ponomarev A. – Methods and Models for Intelligent Decision Support Based on Human-Computer Cloud (the Russian Science Foundation, 2016-2018 - grant ¹ 16-11-10253).

Smirnov A. – Development of a Methodology and Models for Configuration of Dynamic Resource Networks in Smart Spaces for Users Support (the Russian Foundation for Basic Research, 2014-2016 - grant ¹ 14-07-00345).

Levashova T. – Development of a Methodology and Models for Design of Context-aware Decision Support Systems based on Knowledge Integration Patterns (the Russian Foundation for Basic Research, 2014-2016 - grant ¹ 114-07-00427).

Savosin S. – Development of Logic-Dynamic Based Methods for Intelligent Decision Support in Diagnosis & Management of Dynamical Systems (the Russian Foundation for Basic Research, 2014-2016 - grant ¹ 14-07-00363).

Shilov N. – Development of Semantic Models for Business Processes Integration Based on Web-Services in Flexible Supply Networks (the Russian Foundation for Basic Research, 2014-2016 - grant ¹ 14-07-00378, 2014-2016 joint with Prof. Y. Ivakin’ lab, SPIIRAS).

Shilov N. – Context-Dependent Proactive Modelling for Decision Support in Transport Systems (the Russian Foundation for Basic Research, 2015-2017- grant ¹ 15-07-08391 joint with Prof. B. Sokolov’ lab, SPIIRAS).

Kashevnik A. – Development of Methodology and Models of Context-Driven Knowledge Sharing for Service-Oriented Decision Support Systems (the Russian Foundation for Basic Research, 2016-2018 - grant ¹ 16-07-00462).

Pashkin M. – Development of Methods and Models of Intelligent Decision Support for Personalized Intangible Products Configuring (the Russian Foundation for Basic Research, 2016-2018 - grant ¹ 16-07-00375).

Ponomarev A. – Development of Methodology and Models for Decision-Support Systems Based on Crowd Computing (the Russian Foundation for Basic Research, 2016-2018 - grant ¹ 16-07-00466).

Ponomarev A. – Development and Analysis of Quality Control Methods in Large-Scale Human-Computer Computation Systems (the Russian Foundation for Basic Research, 2016-2018 - grant ¹ 16-37-60107(mol_dk)).

Ponomarev A. – Theoretical and Technological Foundations of Poly-Model Context-Aware Recommendation Systems (the Russian Foundation for Basic Research, 2016-2018 - grant ¹ 16-07-00463 joint with Prof. B. Osipov’ lab, SPIIRAS).

University Courses

SPSEEU, Department of Research Automation: Intelligent Data Analysis (Assoc. Prof. N. Shilov).

Research Management

Smirnov A. – member of Scientific Council of the Russian Academy of Sciences on Scientific Basis of Information Technologies and Automation.

Smirnov A. – expert of the Russian Ministry of Education and Science in the area “Information Technologies and Computational Systems”, expert of Analytical Center of Russian Government; expert of European Commission (Directorate-General Information Society – Research; NEST, FET) and European Research Council (ERC).

Kashevnik A. – Secretary of the Working Group on Smart Spaces, the Open Innovations Association FRUCT (Finnish-Russian University Cooperation in Telecommunications).

International Cooperation

Smirnov A. – consulting of Ford Motor Company (USA) and Festo (Germany).

Membership in Domestic and International Societies, Editorial Boards, etc.

Smirnov A. – member of technical committee of IFAC TC 5.1 on Manufacturing Plant Control; IEEE SMC TC on Cyber-Physical Cloud Systems, IFIP TC WG5.1 on Global Product Development for the Whole Life-Cycle.

Smirnov A. – member of IEEE, honorary member of International Association “Institute for Systems and Technologies of Information, Control and Communication”, and fellow of the European Academy of Industrial Management.

Ponomarev A. – member of ACM.

Smirnov A. – member of Advisory Committee & Editor Board of Journal on Information Technologies and Computer Systems (Russian Academy of Sciences, Russia); Journal on Artificial Intelligent and Decision Making (Russian Academy of Sciences, Russia); Journal of Information & Control Systems (Russia), Journal “SPIIRAS Proceedings” (Russia), International Journal of Multiagent and Grid Systems (IOS Press); International Transactions on Systems Science and Applications (Springer), International Journal of Data Analysis Techniques and Strategies (Inderscience Publishers), Management and Production Engineering Review (the Polish Academy of Sciences), International Journal of Product Lifecycle Management (Inderscience Publishers), Intelligent Industrial Systems (Springer).

Levashova T. – a member of Editor Board of Journal “Complex Systems Informatics and Modeling Quarterly” (RTU Press).

Shilov N., Kashevnik A. - members of Editor Board of international Journal of Embedded and Real-Time Communication Systems (IGI Global).

Conferences

The 11th All-Russian Conference on Methodological Problems of Macro-System Management, Apatiti, Russia, March 26 – April 3, 2016. – Smirnov A.

The 18th Conference of Open Innovations Associations FRUCT
(FRUCT 18th), St.Petrsburg, Russia, April 18 – 22, 2016. – Kashevnik A., Ponomarev A., Teslya N., Shchekotov M.

The 2nd International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2016), Rome, Italy, April 23 – 24, 2016. – Smirnov A.

The 18th International Conference on Enterprise Information Systems, (ICEIS 2016), Rome, Italy, April 25 – 28, 2016. - Smirnov A.

First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16), Sochi, Russia, May 16 – 20, 2016. – Smirnov A. (plenary talk, best paper award)

The 23rd CIRP Conference on Life Cycle Engineering (CIRP LCE 2016), Berlin, Germany, May 22 – 24, 2016. – Smirnov A.

The 11th System of Systems Engineering Conference (SoSE16), Kongsberg, Norway, June 12 – 16, 2016. – Smirnov A.

The 19th International Conference on Business Information Systems (BIS 2016), Leipzig, Germany, July 6 - 8, 2016. – Smirnov A., Shilov N.

The 18th International Conference on Speech and Computer (SPECOM 2016), Budapest, Hungary, August 24 – 26, 2016. – Kashevnik A.

The First International Ñonference on Interactive Collaborative Robotics
(ICR 2016), Budapest, Hungary, August 24 – 26, 2016. – Kashevnik A.

The Intelligent Systems and Technologies Conference (IS-IT’16), Divnomorskoe, Russia, September 2-9, 2016. – Smirnov A.

The 16th International Conference NEW2AN 2016 and 9th Conference ruSMART 2016 (RUSmart 2016), St.Petersburg, Russia, September 26 – 28, 2016. - Shilov N.

The 19th Conference of Open Innovations Associations FRUCT (FRUCT’19), Jyvaskyla, Finland, November 7 – 11, 2016. – Smirnov A., Kashevnik A., Teslya N., Shchekotov M.

The 18th International Conference on Information Integration and Web-based Applications & Services (iiWAS2016), Singapore, November 28-30, 2016. – Ponomarev A.

Intellectual Property

An application for state registration of software program # 2016661381 07/11/2016 «System for Collaborative Annotation of Images Large Collection”, A. Ponomarev.

Recent Results

1. Technological foundations for decision support systems (DSSs) based on interaction of human-computer cloud services in ontology-oriented smart spaces via blackboard have been developed. Ontological description of components of the system – problem domain, problem context, service profiles, situations and tasks – allows to use logical inference to provide service interoperability and context-awareness. Service-oriented architecture of the DSSs has also been proposed. The architecture is based on interaction of human-computer cloud services and integrates software services and services represented by human experts using centralized as well as decentralized composition mechanisms [5 - 7, 16-18, 20, 28, 30, 35, 38].
2. Architecture and algorithms for decentralized recommendation services, based on structured peer-to-peer networks have been proposed. Their distinguishing feature is a combination of decentralization of recommendation service and limited disclosure of user preferences. The algorithm of recommendations is based on locality-sensitive hashing of users preferences. Limited disclosure is provided by an anonymization overlay on top of the peer-to-peer network. [4, 34].
3. An analysis of modern methods of development of context-aware recommendation services based on various principles (collaborative filtering, content-based, knowledge-based) has been conducted. During the analysis, most attention was paid to application areas and systems rich with context information and employing ontologies for context modeling and representation. Basic principles of accounting for context in recommendation services have been identified. These principles include: (a) employing the same formal methods for context and preferences representation; (b) hierarchical modeling of context, allowing generalization and concretization operations; (c) employing contextual pre-filtering in collaborative filtering systems. [1, 3, 22, 23, 27, 31, 32, 37, 39, 40].
4. Models of the main elements of the infomobility support system have been developed: (1) the model of infomobility support system based on the “blackboard” architecture and ontological knowledge representation; (2) the ontological model of the context of the task at hand, with methods being implemented as computational services; (3) the ontological model of the user context consisting of information entered by the user (his/her profile) and environment information collected automatically; (4) ontological models of the services of the infomobility support system. [2, 8, 9, 11 – 14, 19, 29, 36].
5. An ontological model for self-organisation of a group of mobile robots based on the publish/subscribe mechanism has been developed. The ontological model consists of robot ontologies and task ontologies published in the smart space (SS). The robot ontology describes its competencies and constraints to be satisfied. When a task is published in the smart space, its ontology is matched with robot ontologies. Based on the matching results the robot or several robots are chosen for task solving. They start to solve the task and publish the result in the smart space. If another robot or robots meet the requirements of the updated task, they perform corresponding actions. This sequence is repeated until the task is solved completely [10, 15, 21, 24 - 26].

Awards

The paper «Context-Oriented Knowledge Management for Decision Support in Business Networks: Theoretical and Technological Foundations» by Smirnov A. has got “The best paper” award in the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16), Sochi, Russia, May 16 – 20, 2016».
References

Books

1. Shpakov V. M. The Computer Implementation of Processes. Saarbrucken: Palmarium Academic Publishing, 2016, 244 ð. ISBN: 978-3-659-60445-4. (In Russ.).

Papers Published in Editions Indexed by WoS, Scopus

2. Smirnov A., Kashevnik A., Ponomarev A. Context-based Infomobility System for Cultural Heritage Recommendation: Tourist Assistant—TAIS // Personal and Ubiquitous Computing, Springer, Heidelberg, 2016,
pp. 1 - 15.
3. Smirnov A., Ponomarev A. Exploring Requirements for Multipurpose Crowd Computing Framework // Advances in Service-Oriented and Cloud Computing, G. Access, A. Celesti, P. Leitner (Ed.), The 4th European Conference on Service-Oriented and Cloud Computing (ESOCC 2015), Taormina (Messina), Italy, Communications in Computer and Information Science, Springer, Heidelberg, Vol. 567, 2016 , pp. 299 - 307.
4. Smirnov A.V., Ponomarev A.V. Locality-Sensitive Hashing for Distributed Privacy-Preserving Collaborative Filtering: An Approach and System Architecture // Lecture Notes in Business Information Processing - 2016, Vol. 241, pp. 455-475.
5. Smirnov A., Levashova T., Shilov N., Kashevnik A. Decision Support for Wide Area Disasters // Fusion Methodologies in Crisis Management,
G. Rogova, P. Scott (Ed.), Springer, Heidelberg, 2016, pp. 519 - 537.
6. Smirnov A., Levashova T., Shilov N. Context-Aware Knowledge Fusion for Decision Support // Context-Enhanced Information Fusion, L. Snidaro,
J. García, J. Llinas, E. Blasch (Ed.), Advances in Computer Vision and Pattern Recognition, Springer International Publishing Switzerland, Switzerland, 2016, pp. 125 - 154.
7. Smirnov A., Shilov N., Oroszi A., Sinko M., Krebs T. Towards Life Cycle Management for Product and System Configurations: Required Improvements in Business Processes and Information Systems // Proceedings of 23rd CIRP Conference on Life Cycle Engineering
(CIRP LCE 2016), Berlin, Germany, Procedia CIRP, Elsevier,
Vol. 48, 2016, pp. 84 - 89.
8. Smirnov A., Kashevnik A., Shilov N. Driver Assistant in Automotive Socio- cyberphysical System: Reference Model and Case Study //
The 2nd International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2016), Rome, Italy, 2016, pp. 104 - 111.
9. Smirnov A., Ponomarev A., Kashevnik A. Tourist Attraction Recommendation Service: An Approach, Architecture, and Case Study // Proceedings of the 18th International Conference on Enterprise Information Systems, (ICEIS 2016), Rome, Italy, 2016, pp. 251 - 261.
10. Kashevnik A., Teslya N., Yablochnikov E., Arckhipov V., Kipriyanov K. Hybrid Automated Line Workstations Interaction Scenario for Optical Devices Assembly // Proceeding of the 18th Conference of Open Innovations Associations FRUCT, S. Balandin (Ed.), ITMO University, St.Petersburg, Russia, 2016, pp. 92 - 99.
11. Ponomarev A. Recommending Tourist Locations Based on Data from Photo Sharing Service: Method and Algorithm // Proceeding of the 18th Conference of Open Innovations Associations FRUCT, S. Balandin (Ed), ITMO University, St.Petersburg, Russia, 2016, pp. 272-278.
12. Smirnov A., Kashevnik A., Lashekov I., Baraniuc O., Parfenov V. Smartphone-Based Identification Of Dangerous Driving Situations: Algorithms and Implementation // Proceeding of the 18th Conference of Open Innovations Associations FRUCT, S. Balandin (Ed.), ITMO University, St.Petersburg, Russia, 2016, pp. 306 - 313.
13. Smirnov A., Teslya N., Shilov N., Kashevnik A. Context-Based Trip Planning in Infomobility System for Public Transport // Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16), A. Abraham, S. Kovalev, V. Tarassov, V. Snášel (Ed.) Sochi, Russia, Advances in Intelligent Systems and Computing, Springer, Heidelberg, Vol. 450, Part 1, 2016, pp. 361 - 372.
14. Smirnov A.V., Kashevnik A.M., Lashkov I. Human-Smartphone Interaction for Dangerous Situation Detection and Recommendation Generation while Driving // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing Switzerland, 2016, Vol. 9811, pp. 346-353.
15. Smirnov A., Kashevnik A., Mikhailov S., Mironov M. Smart M3-Based Robot Interaction Scenario for Coalition Work // Interactive Collaborative Robotics, A. Ronzhin, G. Rigoll, R. Meshcheryakov (Ed.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing Switzerland, Vol. 9812, 2016, pp. 199 - 207.
16. Smirnov A., Ponomarev A., Sandkuhl K. Crowdsourcing in Business Process Outsourcing: An Exploratory Study on Factors Influencing Decision Making // Perspectives in Business Information Research, Business Information Research (BIR), Prague, Czech Republic, Lecture Notes in Business Information Processing, Springer, Heidelberg, 2016, Vol. 261, pp. 33 - 49.
17. Grafkin P., Mironov M., Fellmann M., Lantow B., Sandkuhl K., Smirnov A. SPARQL Query Builders: Overview and Comparison SPARQL Query Builders: Overview and Comparison // BIR 2016 Workshops and Doctoral Consortium: Joint Proceedings of the BIR 2016 Workshops and Doctoral Consortium co-located with 15th International Conference on Perspectives in Business Informatics Research (BIR 2016), B. Johansson, F. Vencovský (Ed.), Prague, Czech Republic, CEUR Workshop Proceedings, CEUR, Vol. 1684, 2016, pp. 1 - 12.
18. Smirnov A., Kashevnik A., Balandin S. Competency Management System for Technopark Residents: Smart Space-Based Approach // Internet of Things, Smart Spaces, and Next Generation Networks and Systems, O. Galinina, S. Balandin, Y. Koucheryavy (Ed.), 16th International Conference NEW2AN 2016 and 9th Conference ruSMART 2016 (RUSmart 2016), St.Petersburg, Russia, Lecture Notes in Computer Science, Springer, Heidelberg, Vol. 9870, 2016, pp. 15 - 24.
19. Smirnov A., Shilov N., Gusikhin O. “Connected Car”-Based Customised On-Demand Tours: the Concept and Underlying Technologies // Internet of Things, Smart Spaces, and Next Generation Networks and Systems, O. Galinina, S. Balandin, Y. Koucheryavy (Ed.), 16th International Conference NEW2AN 2016 and 9th Conference ruSMART 2016 (RUSmart 2016), St.Petersburg, Russia, Lecture Notes in Computer Science, Springer, Heidelberg, Vol. 9870, 2016, pp. 131 - 140.
20. Hashimoto N., Okuma T., Miyakoshi S., Tomita K., Matsumoto O., Smirnov A., Kashevnik A., Lashkov I. Use Cases for Rider Assistant Mobile Application Evaluation Using Travelling Simulator // Proceedings of the 19th Conference of Open Innovations Associations FRUCT, S. Balandin, T. Tyutina (Ed.), Jyvaskyla, Finland, , ITMO University, 2016 , pp. 47 - 53.
21. Shchekotov M. Automatic Calibration for Log-normal Path Loss Model Based on Bluetooth Low Energy Beacons // Proceedings of the 19th Conference of Open Innovations Associations FRUCT, S. Balandin,
T. Tyutina (Ed.), Jyvaskyla, Finland, ITMO University, 2016, pp. 212 - 218.
22. Smirnov A., Ponomarev A., Levashova T., Teslya N. Human-Computer Cloud for Decision Support in Tourism: Approach and Architecture // Proceedings of the 19th Conference of Open Innovations Associations FRUCT, S. Balandin, T. Tyutina (Ed.), Jyvaskyla, Finland, ITMO University, 2016, pp. 226 - 235.
23. Teslya N., Ponomarev A. Smart Tourism Destination Support Scenario Based on Human-Computer Cloud // Proceedings of the 19th Conference of Open Innovations Associations FRUCT, S. Balandin, T. Tyutina (Ed.), Jyvaskyla, Finland, Conference of Open Innovation Association, FRUCT, ITMO University, 2016, pp. 242 - 247.
24. Viola F., D'Elia A., Korzun D., Galov I., Kashevnik A., Balandin S. The M3 Architecture for Smart Spaces: Overview of Semantic Information Broker Implementations // Proceedings of the 19th Conference of Open Innovations Associations FRUCT, S. Balandin, T. Tyutina (Ed.), Jyvaskyla, Finland, Conference of Open Innovation Association, FRUCT, ITMO University, 2016, pp. 264 - 272.
25. Smirnov A., Kashevnik A., Mikhailov S., Mironov M., Petrov M. Ontology-Based Collaboration in Multi-Robot System: Approach and Case Study // IEEE 11th System of Systems Engineering Conference (SoSE16), Kongsberg, Norway, 2016, pp. 1-12.
26. Kashevnik A., Teslya N., Yablochnikov E., Arckhipov V., Kipriyanov K. Development of a Prototype Cyber Physical Production System with Help of Smart-M3 // The 42nd Annual Conference of IEEE Industrial Electronics Society (IECON2016), Piazza Adua, 1 - Firenze (Florence), Italy, 2016, pp. 1-12.
27. Smirnov A., Ponomarev A., Levashova T., Teslya N. Decision Support in Tourism Based on Human-Computer Cloud // Proceedings of the 18th International Conference on Information Integration and Web-based Applications & Services (iiWAS2016), 28-30 November 2016, Singapore, pp. 127-134
28. Smirnov A., Shilov N., Oroszi A., Sinko M., Krebs T. From Products to Product-Service Systems: Business and Information System Changes // Business Information Systems Workshops, 19th International Conference on Business Information Systems (BIS 2016), Leipzig, Germany, Lecture Notes in Business Information Processing, Springer, Heidelberg, 2016, pp. 1-12.

Papers Published in Russian Editions Indexed by RSCI

29. Teslya N.N. Individual Multimodal Trip Planning With Consideration of Public Transport Timetable // Khomonenko A.D. (Eds.) Intellectual Technologies on Transport. St.Petersburg: Emperor Alexander I St.Petersburg State Transport University, Vol 2(6), 2016, pp. 16-21. (in Russ.).
30. Levashova T., Pashkin M. Ontology-Based Approach to Configuring of Mobile Operator Products // Science Bulletin of NSTU, Novosibirsk: NSTU, Vol. 63, ¹2, 2016, pp.. 99 - 114. (In Russ.).
31. Shpakov V. M. The Computer Implementation of Processes Based on Their Logical-Dynamic Specification // Informatsionno-upravliaiushchie sistemy [Information and Control Systems], St.Petersburg: SUAI, Vol. 83, No.4, pp. 68-76. (In Russ.).
32. Shpakov V. M. The Use of Logic-Dynamic Processes Specification for the Computer Implementation of Dynamical Systems Physical Models // Physical Education in Universities, 2016, No.3, pp. 71-85. (In Russ.).
33. Smirnov A., Ponomarev A. Crowd Computation for Decision Support. // Proceedings of Intelligent Systems and Technologies Conference (IS-IT’16), Moskov, Fizmatlit, 2016. Divnomorskoe, Russia, September 2-9, 2016, pp. 154 - 162. (In Russ.).
34. Shilov N., Ermolaev V. Methodological Basis of Intelligent Support of Socio-Oriented Decisions in Flexible Transportation Systems // Science Bulletin of NSTU, Novosibirsk: NSTU, Vol. 64, No. 3, 2016. pp. 59 - 72. (In Russ.).
35. Kashevnik A., Baraniuc O., Gordeev B. Competence Management System for Technopark Residents // Informatsionno-upravliaiushchie sistemy [Information and Control Systems], St.Petersburg: SUAI, Vol. 83, No.4, 2016, pp. 10–18. (In Russ).
36. Shilov N. The Methodology of Proactive Recommendation System Building for Infomobile Applications // Informatsionno-upravliaiushchie sistemy [Information and Control Systems], St.Petersburg: SUAI, Vol. 83, No.6, 2016, pp. 16 – 24. (In Russ.).

Other Publications

37. Smirnov A., Shilov N., Gusikhin O. Socio-Cyberphysical System for Parking Support // International Journal of Future Computer and Communication, Vol. 3, No. 1, 2016, pp. 27 - 32. (Google Scholar)
38. Gordeev B., Baraniuc O., Kashevnik A. Web-Based Competency Management System for Technopark of ITMO University // Proceedings of the 18th FRUCT & ISPIT Conference, 18-22 April 2016, Technopark of ITMO University, St.Petersburg, Russia, pp. 463-466.
39. Teslya N., TAIS Client Application Improvements and Optimization for Tablets // Proceedings of the 18th FRUCT & ISPIT Conference, 18-22 April 2016, Technopark of ITMO University, St.Petersburg, Russia, pp. 628-629.
40. Smirnov A., Ponomarev A. Decision Support Based on Growd Computation: Approach and Platform Architecture // Proceedings of The 11th All-Russian Conference on Methodological Problems of Macro-System Management, Apatiti, Russia, 2016, pp. 73 - 75. (In Russ.).