Russian Academy of Sciences Laboratory of Computer Aided Integrated Systems
SPIIRAS
Report Laboratory 2017
Head of the Laboratory: Dr.Habil. PhD Honored Scientist of the Russian Federation 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, and 1 PhD student.

Research Activities

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

Research Fellows

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

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

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

Senior Researcher PhD – Andrew V. Ponomarev – methods and technologies for complex decision support. ponomarev@iias.spb.su

Senior Researcher PhD – Sergey V. Savosin – methods and information technologies for business process management.

Senior Researcher PhD – Oksana V. Smirnova - Ñìèðíîâà Îêñàíà Âÿ÷åñëàâîâíà – methods and information technologies for ontology-oriented decision support, sov@oogis.ru

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

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

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

Researcher MSc – Maxim S. Shchekotov – mobile services and social media technologies. shekotov@iias.spb.su

Junior Reseacher MSc – Igor B. Lashkov - technologies for dangerous situations prevention of vehicles based on mobile video measurements of driver behavior, igor-lashkov@ya.ru

Junior Reseacher MSc – Sergey A. Mikhailov - technologies for context-driven proactive decision support, mikhaylovsergeyandreevich@gmail.com

Junior Reseacher MSc – Mikhail V. Petrov – technologies for ontology-oriented competence management, dragon294@mail.ru

Defense of Theses

Strahov, I. «Worktime Tracking Automation with Usage of Alternative Information Sources», Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Osipkov, A. «Infomobile Driver Support System for Parking Spot Searching”, Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Kozemerchak, E. «Increasing Performance of a Computer Game Client Application Based on a 3D Software Development Tool”, Master Degree, 09.04.02 – Information Systems and Technologies (St.Petersburg State Electrotechnical University "LETI", supervisor - N. Shilov, PhD).

Mikhailov, S. «Development of the Management System for Mobile Robots Collaborative Scenarios in Smart Spaces Based on Smart-M3 Platform and DD-WRT Operation System», Master Degree, 38.05.04 – Business Information Systems (ITMO University, supervisor - A. Kashevnik, PhD).

Mironov, M. «Development of Smartphone-based Adaptive Remote Control Interface for Multicomponent UGV Developed in „ROCAD“ Scientific and Technical Center», Master Degree, 38.05.04 – Business Information Systems (ITMO University, supervisor - A. Kashevnik, PhD).

Petrov, M. «Ontology-based Indirect Interaction of Users and “ROCAD” Company’s Mobile Robots for Joint Activities», Master Degree, 38.05.04 – Business Information Systems (ITMO University, supervisor - A.
Kashevnik, PhD).

Grafkin, P. "Principles for Designing an Effective Recommendation Support for Business Intelligence Systems", Master Degree, 38.05.04 – Business Information Systems (ITMO University, supervisor - A. Ponomarev, PhD).

Grants and Projects

Smirnov, A., Shilov, N. - Intelligent Content Management for on-Demand Personalized Tours in Smart Destinations (Ford Motor Company, USA, 2017-2019)

Smirnov, A., Ponomarev, A. – Methods and Models for Intelligent Decision Support Based on Human-Computer Cloud (the Russian Science Foundation, 2016-2018 - Grant No. 16-11-10253).

Teslya N. - Ontological Modelling of Blockchain-based Industrial Socio-cyber-physical Systems (the Russian Science Foundation, 2017-2019 - Grant No. 17-71-10223).

Shilov, N. – Context-Dependent Proactive Modelling for Decision Support in Transport Systems (the Russian Foundation for Basic Research, 2015-2017- Grant No. 15-07-08391 jointly 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 No. 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 No. 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 No. 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 No. 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 No. 16-07-00463 jointly with Prof. V. Osipov’ lab, SPIIRAS).

Smirnov, A. – Decision Support Models at Joint Activities of Socio-Cyberphysical System Participants (the Russian Foundation for Basic Research, 2017-2019 - grant ¹ 17-07-00247).

Levashova, T. – Models of Knowledge Acquisition by Resources of Socio-Cyberphysical Systems at Decision Making (the Russian Foundation for Basic Research, 2017-2019 - grant ¹ 17-07-00248).

Savosin, S. – Ontology Alignment Method Development Based on Composition of Neural Networks (the Russian Foundation for Basic Research, 2017-2019 - grant ¹ 17-07-00328).

Teslya, N. - Development of Theoretical and Technological Foundations of Cognitive Assistants for Decision Making in Ontology Alignment (the Russian Foundation for Basic Research, 2017-2019 - grant ¹ 17-07-00327).

Shilov, N., Kashevnik, A. - Development of Models for Vehicle Incidents Alerting based on Mobile Video Measurements of a Driver Behavior (the Russian Foundation for Basic Research, 2017-2020 - grant ¹ 17-29-03284-ofi).

Smirnov, A., Teslya, N. – Theoretical and Technological Foundations of the Formation and Decentralized Planning of the Intellectual Robots Coalition Behavior Based on Socio-inspired Self-organization and Smart Contracts (the Russian Foundation for Basic Research, 2017-2020 - grant ¹ 17-29-07073-ofi, jointly with Prof. B. Sokolov’ lab, SPIIRAS).

University Courses

SPSEEU, Department of Information Technologies and Information Security: Intelligent Data Analysis (Assoc. Prof. N. Shilov), Theory of Decision Making (Assoc. Prof. A. Ponomarev), Functional and Logical Programming (Assoc. Prof. A. Ponomarev).

ITMO University, Department of Information Systems: Intelligent Technologies for Socio-Cyber-Physical Systems (Prof. A. Smirnov), Smart Space Technologies (Assoc. Prof. A. Kashevnik), Infomobility Technologies (Assoc. Prof. N. Teslya).

Conferences

2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management, March 27-31, 2017, Savannah, GA, USA. – Shilov, N.

VII All-Russian Scientific & Practical conference “Theory and Practice of System Dynamics", March 27-31, 2017, Apatity, Russia. – Smirnov, A.

The 20th Conference of Open Innovations Association FRUCT, April 3-7, 2017, St.Petersburg, Russia. – Smirnov, A., Kashevnik, A., Ponomarev, A., Teslya, N., Shchekotov, M., Levashova, T., Shilov, N.

The 8th International Symposium “Information Fusion and Intelligent Geographical Information Systems 2017”, May 10-12, 2017, Shanghai, China. – Teslya, N.

The 15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), June 21-23, 2017, Porto, Portugal. – Smirnov, A.

The 20th International Conference on Business Information Systems (BIS 2017), June 28-30, 2017, Poznan, Poland. – Shilov, N.

The 14th International Conference on Product Lifecycle Management (PLM17), July 9-12, 2017, Seville, Spain. – Smirnov, A.

The 5th International Conference on Serviceology (ICServ2017), July 12-14, 2017, Vienna, Austria. – Shilov, N.

Internet of Things, Smart Spaces, and Next Generation Networks and Systems. NEW2AN 2017, ruSMART 2017, NsCC 2017, NEW2AN/ruSMART 2017 (ruSmart/New2AN), August 28-30, 2017, St.Petersburg, Russia. – Teslya, N.

The 8th International Conference on Industrial Applications of Holonic and Multi-Agent Systems (HoloMAS 2017), August 28-31, 2017, Lyon, France. – Levashova, T.

The Intelligent Systems and Technologies Conference (IS&IT‘17), September 2-9, 2017, Divnomorskoe, Russia. – Smirnov, A.

The 10th All-Russian Multi-conference on Problems in Control (MCPC 2016), September 11-16, 2017, Divnomorskoe, Russia. – Smirnov, A.
The 2nd International Conference on Interactive Collaborative Robotics ICR-2017, September 12-16, 2017, London, UK. – Kashevnik, A.

The 2nd Russian-Pacific Conference on Computer Technology and Applications (RPC 2017), September 25-29, 2017, Vladivostok, Russia. – Ponomarev, A.

The 21st Conference of Open Innovations Association FRUCT, November 6-10, 2017, Helsinki, Finland. – Smirnov, A., Kashevnik, A., Ponomarev, A., Teslya N.

The IEEE 7th International Symposium on Cloud and Service Computing (IEEE SC2-2017), November 22-25, 2017, Kanazawa, Japan. – Ponomarev, A.

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 Scientific Council of the Russian Academy of Sciences on Scientific Basis of Information Technologies and Automation; an expert of the Russian Ministry of Education and Science in the area “Information Technologies and Computational Systems”, an expert of Analytical Center of Russian Government; a member of technical committee of IFAC TC 5.1 on Manufacturing Plant Control; a member of technical committee of IFIP TC WG5.1 on Global Product Development for the Whole Life-Cycle; member of IEEE, a member of technical committee of IEEE SMC TC on Cyber-Physical Cloud Systems; a member of technical committee of IEEE SMC TC on Cognitive Situation Management, a honorary member of International Association “Institute for Systems and Technologies of Information, Control and Communication”, and a fellow of the European Academy of Industrial Management. A member of Advisory Committee & Editor Boards: Journal on Information Technologies and Computer Systems (Russian Academy of Sciences, Russia); Journal on Artificial Intelligent and Decision Making (Russian Academy of Sciences, Russia; Scopus); Journal of Information & Control Systems (Russia); Journal “SPIIRAS Proceedings” (SPIIRAS, Russia; Scopus), International Journal of Multiagent and Grid Systems (IOS Press, Scopus); International Journal of Data Analysis Techniques and Strategies (Inderscience Publishers, Scopus); Management and Production Engineering Review (the Polish Academy of Sciences, Scopus); International Journal of Product Lifecycle Management (Inderscience Publishers, Scopus).

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

Kashevnik, A. – a secretary of the Working Group on Smart Spaces, the Open Innovations Association FRUCT (Finnish-Russian University Cooperation in Telecommunications); an Editor of international Journal of Embedded and Real-Time Communication Systems (IGI Global).

Shilov, N. – a member of Editor Board of international Journal of Embedded and Real-Time Communication Systems (IGI Global).

Ponomarev, A. – a member of ACM.

Intellectual Property

An application for state registration of software program No. 2017614256 10/04/2017 2017 «Mobile Service for Dangerous Situation Detection and Recommendation Generation for Vehicles Drivers based on Front-facing Camera & Sensors of Smartphone (Drive Safely)», A. Smirnov, A. Kashevnik, I. Lashkov

Recent Results

1. A multi-model approach to the construction of context-driven recommendation services for socio-cyberphysical systems has been proposed. The approach prescribes the integration of various recommendation models – both non-personalized (used in the lack of information) and personalized (collaborative filtering and the knowledge-based), while taking into account the user’s context (problem context) and the recommendation systems’ context (system context). Using the approach helps to improve the quality of recommendations by compensating shortcomings of individual models and leveraging variety of information sources [5,8,12,25,26,29,38,40,47,50].
2. A set of models supporting semantic interoperability for resources of a human-computer cloud has been developed. The set comprises three models: 1) a general ontology model of the human-computer cloud, which is based on the mOSAIC Cloud Ontology extended with classes enabling to represent human as a kind of the cloud’s components and with classes required to configure the resource network taking into account the resource competencies; 2) an ontology model of the decision support system operating in the human-computer cloud, which unites concepts needed to configure the resource network according to the decision maker task and 3) a model of information exchange for the resources of the human-computer cloud, in accordance with which information is exchanged using a communication resource through structured messages [7,10,14,23,31,34,43,46,48,49].
3. Context-oriented methods for decision support of infomobile system users have been proposed: (a) multimodal trip planning method for public transport passengers based on multigraph usage and taking into account public transport schedules represented in GTFS format, cartographic information based on OpenStreetMap data, as well as weather and current situation; (b) method of planning joint rides using personal vehicles with arbitrary meeting points based on the heuristic consisting in considering points within the intersection of circles with radiuses equal to distances the passenger and driver can increase their routes for [2-4,17,20,22,32,41,51,52].
4. A technology for self-organization of a group of mobile robots based on Smart-M3 open source platform has been proposed. This platform supports the joint access to information and knowledge in a smart space. An ontological model of physical space is formed in the smart space; it is used for coordination, synchronization, and monitoring of robots. Self-organization of mobile robots is based on ontology-oriented publish / subscribe mechanism. A prototype of the proposed technology has approved its operability through testing the scenario of constructing an object from components. Lego Mindstorms EV3 Education Kits and LeJOS operating system have been used for building the robots [1,6,18,24,27,30,35-37,39,42,44,53-57].
5. A scenario model of context-oriented knowledge management for decision support by production networks participants has been proposed. The model describes a basis scenario of decision support based on using knowledge and context-related information about production network, as well as preferences of users, which are representing the interest of participants. The model presents an efficient use of participant resources [9,11,13,15,16,19,21,28,35,45].

Awards

Shchekotov, M. - The Scholarship of the Government of Russian Federation for PhD students of Full-time Education Programs Complying with the Priority Directions of Modernization and Technological Development of the Russian Economy (2016-2017).

Kashevnik, A. – The Diploma for the First Place in Anniversary Competition for the Best Scientific Work between Young Scientists & Specialists of SPIIRAS, 2017.

Mikhailov S., Petrov M., Kashevnik A. - The Best Demo Award of the 20th Association of Open Innovations FRUCT Conference (FRUCT 20) "Coalition Formation Scenario for Obstacle Overcoming by Mobile Robots".

Lashkov I., Kashevnik A. - The Best Demo Award of the 21st Association of Open Innovations FRUCT Conference (FRUCT 21) "Dangerous Events Identification and Recommendation Generation for a Vehicle Driver Using a Personal Smartphone".

References

Monographs

1. Korzun D., Kashevnik A., Balandin S. Novel Design and the Applications of Smart-M3 Platform in the Internet of Things: Emerging Research and Opportunities, IGI Global, 2017. - 150 ð.
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. 2017. pp. 297–311.
3. Smirnov A., Shilov N., Kashevnik A., Ponomarev A. Cyber-physical Infomobility for Tourism Application // International Journal Information Technology and Management, Inderscience. 2017. Vol. 16(1). pp. 31–52.
4. Kashevnik A., Ponomarev A., Smirnov A. A Multimodel Context-Aware Tourism Recommendation Service: Approach and Architecture // Journal of Computer and System Sciences International, Springer, Heidelberg. 2017. Vol. 56(2). pp. 245–258.
5. Korzun D., Balandin S., Kashevnik A., Smirnov A., Gurtov A. Smart Spaces-Based Application Development: M3 Architecture, Design Principles, Use Cases, and Evaluation // International Journal of Embedded and Real-Time Communication Systems, S. Balandin (Ed.), IGI Global, Hershey, Pennsylvania (USA). 2017. Vol. 8(2). pp. 66–100.
6. Mikhailov, S., Kashevnik, A. Smart-M3-based Smart Space Creation Using a DD-WRTbased Device // SPIIRAS Proceedings. 2017. Vol. 52 (3). pp. 181–204. (in Russian)
7. Ponomarev, A. Quality Control Methods in Crowd Computing: Literature Review // SPIIRAS Proceedings. 2017. Vol. 54 (5). pp. 152–184. (in Russian)
8. Kashevnik, A., Ponomarev, A., Smirnov, A. Polimodelnyi Kontekstno-Upravliaemyi Rekomenduiushchii Servis v Oblasti Turizma: Podkhod i Arkhitektura // Izvestiya RAN. Teoriya i Sistemy Upravleniya. 2017. ¹ 2. P. 77–91. (in Russian)
9. Smirnov A., Shilov N., Oroszi A., Sinko M., Krebs T. From Products to Product-Service Systems: Business and Information System Changes // Proceedings of the 19th International Conference on Business Information Systems (BIS 2016), Abramowicz, R. Alt, B. Franczyk (Ed.), Lecture Notes in Business Information Processing, Springer, Heidelberg. 2017. Vol. 263. pp. 148–157.
10. Smirnov A., Shilov N., Gusikhin O. Cyber-Physical-Human System for Connected Car-Based e-Tourism // Proceedings of 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management, IEEEComSoc. 2017.
11. Sandkuhl K., Smirnov A., Shilov N. Decomposition of Tasks in Business Process Outsourcing // Proceedings of the 20th International Conference on Business Information Systems (BIS 2017), W. Abramowicz (Ed.), Lecture Notes in Business Information Processing, Springer, Heidelberg. 2017. Vol. 288. pp. 296–310.
12. Smirnov A., Kashevnik A., Ponomarev A., Shilov N. Context-Aware Decision Support in Socio-Cyberphysical Systems: from Smart Space-Based Applications to Human-Computer Cloud Services // Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection. Proceedings of the 15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), Y. Demazeau, P. Davidsson, J. Bajo, Z. Vale (Ed.), Lecture Notes in Computer Science, Springer, Heidelberg. 2017. Vol. 10349. pp. 3–15.
13. Smirnov A., Shilov N., Oroszi A., Sinko M., Krebs T. Application-Driven Product-Service System Configuration: Customer-Centered Strategy // Proceedings of the 5th International Conference on Serviceology (ICServ2017), Y. Hara, D. Karagiannis (Ed.), Lecture Notes in Computer Science, Springer, Heidelberg. 2017. Vol. 10371. pp. 26–37.
14. Karpovich S., Smirnov A., Teslya N., Grigoriev A. Topic Model Visualization with Ipython // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 131–137.
15. Smirnov A., Sandkuhl K. Context-Oriented Knowledge Management for Decision Support in Business Socio-Cyber-Physical Networks: Conceptual and Methodical Foundations // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 413–419.
16. Levashova T., Pashkin M. Personalized Configuration of Immaterial Products // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 228–235.
17. Taramov A., Shilov N. A Systematic Review of Proactive Driver Support Systems and Underlying Technologies // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 448–459.
18. Mikhailov S., Kashevnik A. M3-Driven Smart Space Creation Using a DD-WRT-Based Device // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 285–283.
19. Stepanenko V., Kashevnik A. Competence Management Systems in Organisations: a Literature Review // Proceedings of the 20th Conference of Open Innovations Association FRUCT, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 427–433.
20. Smirnov A., Teslya N., Kashevnik A. Context-aware Routing Service for Intelligent Mobile Tourist Guide // Proceedings of the 8th International Symposium “Information Fusion and Intelligent Geographical Information Systems 2017”, Lecture Notes in Geoinformation and Cartography, Springer, Heidelberg. 2017.
21. Smirnov A., Shilov N., Oroszi A., Sinko M., Krebs T. Product Knowledge Management Support for Customer-Oriented System Configuration // Proceedings of the 20th International Conference on Business Information Systems (BIS 2017), W. Abramowicz (Ed.), Lecture Notes in Business Information Processing, Springer, Heidelberg. 2017. Vol. 303. pp. 49–58.
22. Smirnov A., Ponomarev A., Teslya N., Shilov N. Human-Computer Cloud for the Smart Cities: Tourist Itinerary Planning Case Study // Proceedings of the 20th International Conference on Business Information Systems (BIS 2017), W. Abramowicz (Ed.), Lecture Notes in Business Information Processing, Springer, Heidelberg. 2017. Vol. 303. pp. 179–190.
23. Smirnov A., Levashova T., Kashevnik A. Ontology-Based Cooperation in Cyber Physical Social Systems // Proceedings of the 8th International Conference on Industrial Applications of Holonic and Multi-Agent Systems (HoloMAS 2017), Lecture Notes in Computer Science, Springer, Heidelberg. 2017. Vol. 10444. pp. 66–79.
24. Petrov M., Kashevnik A. Ontology-based Indirect Interaction of Mobile Robots for Joint Task Solving: a Scenario for Obstacle Overcoming // Proceedings of the 12th International Scientific-Technical Conference on Electromechanics and Robotics "Zavalishin's Readings", MATEC Web of Conferences, EDP Sciences. 2017. Vol. 113. pp. 1–6.
25. Ponomarev A. Community Photo Tagging: Engagement and Quality Study // Proceedings of the 2017 ACM Web Science Conference, The 9th International ACM Web Science Conference 2017 (WebSci'17). 2017. pp. 409–410.
26. Smirnov A., Ponomarev A., Kashevnik A. Multi-model Service for Recommending Tourist Attractions // Proceedings of the 18th International Conference on Enterprise Information Systems (ICEIS 2016), Hammoudi, S., Maciaszek, L.A., Missikoff, M.M., Camp, O., Cordeiro, J. (Ed.), Lecture Notes in Business Information Processing, Springer, Heidelberg. 2017. Vol. 291. pp. 364–386.
27. Smirnov A., Kashevnik A., Petrov M., Parfenov V. Context-Based Coalition Creation in Human-Robot Systems: Approach and Case Study // Proceedings of the 2nd International Conference on Interactive Collaborative Robotics ICR-2017, A. Ronzhin, G. Rigoll, R. Meshcheryakov (Ed.), Lecture Notes in Computer Science, Springer, Heidelberg. 2017. Vol. 10459. pp. 229–239.
28. Wißotzki M., Sandkuhl K., Smirnov A., Kashevnik A., Shilov N. Digital Signage and Targeted Advertisement Based on Personal Preferences and Digital Business Models // Proceedings of the 21st Conference of Open Innovations Association FRUCT, ITMO University, St.Petersburg. 2017. pp. 375–381.
29. Smirnov A., Ponomarev A., Levashova T., Shilov N. Ontology-based Cloud Platform for Human-driven Applications // Proceedings of the 21st Conference of Open Innovations Association FRUCT, Helsinki, ITMO University, St.Petersburg. 2017. pp. 304–310.
30. Teslya N., Ryabchikov I. Blockchain-Based Platform Architecture for Industrial IoT // Proceedings of the 21st Conference of Open Innovations Association FRUCT, ITMO University, St.Petersburg. 2017. pp. 321–329.
31. Smirnov A., Teslya N., Shilov N. Ontology Matching for Socio-Cyberphysical Systems: An Approach Based on Background Knowledge // Internet of Things, Smart Spaces, and Next Generation Networks and Systems. NEW2AN 2017, ruSMART 2017, NsCC 2017, NEW2AN/ruSMART 2017 (ruSmart/New2AN), St.Petersburg, Russia, August 28-30, 2017, Galinina O., Andreev S., Balandin S., Koucheryavy Y. (Ed.), Lecture Notes in Computer Science, Springer, Heidelberg. 2017. Vol. 10531. pp. 29–39.
32. Kashevnik A., Lashkov I., Parfenov V., Mustafin N., Baraniuc O. Context-Based Driver Support System Development: Methodology and Case Study // Proceedings of the 21st Conference of Open Innovations Association FRUCT, ITMO University, St.Petersburg. 2017. pp. 162–171.
33. Smirnov, A., Shilov, N., Oroszi, A., Sinko, M., Krebs, T. Changing Information Management in Product-Service System PLM: Customer-Oriented Strategy // Proceedigns of PLM17, IFIP 14th International Conference on Product Lifecycle Management (PLM17), IFIP Advances in Information and Communication Technology, Springer, Heidelberg. 2017.
34. Smirnova O.V., Popovich T.V. Ecological Monitoring Network for the Gulf of Finland // Proceedings of the 22nd International Conference on Urban Planning Regional Development and Information Society GeoMultimedia 2017, pp. 165–169.

Papers Published in Russian editions indexed by RSCI

35. Kashevnik, A. An Approach to Semantic Interoperability Support between Mobile Robots for Coalition Formation // Information Technologies and Computing Systems. 2017. Vol. 1. pp. 90–100. (in Russian)
36. Petrov, M., Kashevnik, A. An Ontology-oriented Approach to Indirect Interaction between Users and Mobile Robots for Joint Task Solving // Science Bulletin of NSTU. 2017. Vol. 1, No. 66. pp. 110–118. (in Russian)
37. Mironov, M., Kashevnik, A. Adaptive Remote Control Interface Based on Smartphone Application for Six-Wheeled Mobile Robot // Proceedings of TUSUR. 2017. Vol. 20, No. 1. pp. 110–118. (in Russian)
38. Smirnov, A., Ponomarev, A., Kashevnik, A., Levashova, T., Teslya, N. Human-computer Cloud for Decision Support: Methodology and Platform Architecture // Information Technologies and Computing Systems. 2017. No. 1. pp. 30–39. (in Russian)
39. Shpakov, V. About Situation-Event Approach to Control of Interacting Discrete-Continuous Processes // Information and Control Systems. 2017. Vol. 2, No. 87. pp. 26–33. (in Russian)
40. Ponomarev, A. Tagging Public Event Images based on Non-Monetary Incentives // Information and Control Systems. 2017. No. 3. pp. 105–114. (in Russian)
41. Lashkov, I. Driver’s Behavior Analysis with Smartphone Front Camera // Information and Control Systems. 2017. No. 5. pp. 7–17. (in Russian)
42. Shilov, N., Shchekotov, M. Ontological Modelling of State Machines for Cyberphysical System Services // Information and Control Systems. 2017. Vol. 90, No. 5. pp. 80–88. (in Russian)
43. Smirnov, A., Levashova, T. Knowledge Acquisition in Socio-Cyber-Physical Systems through Information Exchange Between Resources // Information and Control Systems. 2017. No. 6. pp. 103–112. (in Russian)
44. Komzalov, A., Shilov, N. Application of Modern Technologies in Advanced Driver Assistance Systems // Journal of Instrument Engineering. 2017. Vol. 60, No. 11. pp. 1077–1082. (in Russian)
45. Gugunova, P., Kashevnik, A. Cooperative Interaction of Expert Networks Participants: State-of-the Art Analysis // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2017. Vol. 17, No. 5. pp. 859–871. (in Russian)
46. Smirnov, A., Ponomarev, A., Kashevnik, A., Levashova, T., Teslya, N. Human-machine Cloud Computing for Decision Support in Tourism: Main Tasks and Scenarios // Artificial Intelligence and Decision Making. 2017. No. 2. pp. 90–102. (in Russian)
47. Ivakin, Y., Potapychev, S., Smirnova, O. Application of GIS Tools of Geochronological Tracking for Network Analysis of Biographical Data // Information and Space. 2017. No. 1. pp. 132–138. (in Russian)
48. Smirnova, O. Ontology Approach in Context-aware Applications // Informatization and communication. 2017. ¹4. pp. 145–150. (in Russian)

Other Publications

49. Teslya N., Chupryna P. Neural Networks usage in Ontology Matching: a Literature Review // Proceedings of the 20th Conference of Open Innovations Association FRUCT (abstracts), St.Petersburg, S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 568–571.
50. Ponomarev A., Danilova V. Hybrid Recommender Systems: The Review of State-of-the-Art Research and Applications // Proceedings of the 20th Conference of Open Innovations Association FRUCT (abstracts), S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 572–578.
51. Komzalov A., Shilov N. Driver Assistance Systems: State-of-the-Art and Possible Improvements // Proceedings of the 20th Conference of Open Innovations Association FRUCT (abstracts), S. Balandin, A. Levina, T. Tyutina (Ed.), ITMO University, St.Petersburg. 2017. pp. 602–608.
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