Vseprisotno računalništvo je znanstveno področje, ki raziskuje komunikacijsko močno povezano omrežje raznovrstnih računalniških naprav in storitev, ki avtonomno ali skupaj zajemajo in procesirajo podatke in informacije z namenom, da jih prek ustreznih storitev uporabijo glede na kontekst in določeno aktivnost uporabnika. S tem se prilagajo uporabniku v zasebnem in poslovnem okolju ter na javnih mestih, tako da zagotavljajo varnost, zasebnost ter preprečujejo prevare. Gre torej za področje, kjer so na eni strani potrebna dobra znanja s področja matematike in logike (kombinatorična optimizacija, večvrednostne logike), strojne opreme (v zadnjem času zlasti senzorjev in aktuatorjev), na drugi strani pa znanja komunikacijskih tehnologij (internet, brezžične komunikacije, senzorska omrežja) storitvenega, informacijskega nivoja (metodologije razvoja informacijskih sistemov in storitveno usmerjenih arhitektur), kjer potrebujemo znanja modeliranja uporabnika in uporabniško prilagojenih interakcij. Ključna teoretična (mednarodno relevantna) izhodišča raziskovalnega programa Vseprisotno računalništvo so nove paradigme učinkovitega procesiranja, novi algoritmi za računsko zahtevne probleme, nove paradigme učinkovitega komuniciranja, integracije podatkov, heterogenih naprav ter novih storitev, nove paradigme modeliranja uporabnikov ter nove vrste uporabnikom in organizacijam kontekstno prilagojenih rešitev.
Faze projekta:
Projekt je v novem obdobju evalvacije in navajamo faze, ki jih bo izvajal po predvidenem načrtu, ko bo potrjen:
·Raziskave in razvoj novih računalniških paradigem in novih paradigem računalniškega modeliranja
·Raziskave in razvoj prilagojenih algoritmov in podatkovnih struktur
·Raziskave in razvoj novih in prilagojenih struktur strojne opreme
·Raziskave in razvoj komunikacijske integracije
·Raziskave in razvoj integracije podatkov in procesov
·Raziskave in razvoj metod za prilagajanje in tesno integracijo ljudi v vseprisotne strukture
·Raziskave in razvoj metod ter rešitev za zagotavljanje (kibernetske) varnosti, zasebnosti in zanesljivosti ob upoštevanju trajnosti
·Upravljanje sistemskih pogledov na načrtovane dejavnosti
Bibliografske reference:
Navajamo reference za zadnje obdobje (2018-2023), in sicer najkakovostnejše objave (A'', A' in A1/2):
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VEROVŠEK, Š., JUVANČIČ, M., PETROVČIČ, S., ZUPANČIČ, T., SVETINA, M., JANEŽ, M., PUŠNIK, Ž., VELIKAJNE, N., MOŠKON, M. An integrative approach to neighbourhood sustainability assessments using publicly available traffic data. Computers, Environment and Urban Systems, ISSN 0198-9715. [Print ed.], Jul. 2022, vol. 95, str. 1-14, graf. prikazi, doi: 10.1016/j.compenvurbsys.2022.101805. [COBISS.SI-ID 105168387], kategorija: 1A1 (Z, A'', A', A1/2)
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TRČEK, D. Trust and reputation management systems: an e-business perspective, Springer, 2018. Ilustr. ISBN 978-3-319-62374-0, https://link.springer.com/book/10.1007/978-3-319-62374-0. [COBISS.SI-ID 1537485507], kategorija: 2A (Z, A'', A', A1/2)
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TRČEK, D. Computational trust management in economics phenomena research. Technological and economic development of economy, ISSN 2029-4913. [Print ed.], 2018, vol. 24, no. 6, str. 2241-2254, doi: 10.3846/20294913.2017.1347907. [COBISS.SI-ID 1538092995], kategorija: 1A1 (Z, A'', A', A1/2)
TRČEK, D. Trust management methodology and agents simulations framework for conflict research. Advanced theory and simulations, ISSN 2513-0390, 2023, vol. , no. , str. 1-7, ilustr., doi: 10.1002/adts.202200705. [COBISS.SI-ID 141044739], kategorija: 1A2 (Z, A1/2)
KNEZ, T., GAŠPERLIN, D., BAJEC, M., ŽITNIK, S. Blockchain-based transaction manager for ontology databases. Informatica, ISSN 0868-4952. [Print ed.], 2022, vol. 33, no. 2, str. 343-364, ilustr., doi: 10.15388/22-INFOR490. [COBISS.SI-ID 112947203], kategorija: 1A1 (Z, A', A1/2)
FIALA, D., ŠUBELJ, L., ŽITNIK, S., BAJEC, M. Do PageRank-based author rankings outperform simple citation counts?. Journal of informetrics : an international journal, ISSN 1751-1577, Apr. 2015, vol. 9, no. 2, str. 334-348, ilustr. http://www.sciencedirect.com/science/article/pii/S1751157715000267. [COBISS.SI-ID 1536241859], kategorija: 1A1 (Z, A'', A', A1/2)
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EPURE, E. V., COMPAGNO, D., SALINESI, C., DENECKÈRE, R., BAJEC, M., ŽITNIK, S. Process models of interrelated speech intentions from online health-related conversations. Artificial intelligence in medicine, ISSN 0933-3657. [Print ed.], 2018, vol. 91, str. 23-38, ilustr., doi: 10.1016/j.artmed.2018.06.007. [COBISS.SI-ID 1537860547], kategorija: 1A1 (Z, A', A1/2)
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MOŠKON, M., PUŠNIK, Ž., ZIMIC, N., MRAZ, M. Field-programmable biological circuits and configurable (bio)logic blocks for distributed biological computing. Computers in Biology and Medicine, ISSN 0010-4825. [Print ed.], Jan. 2021, vol. 128, str. 1-9, ilustr., doi: 10.1016/j.compbiomed.2020.104109. [COBISS.SI-ID 37003267], kategorija: 1A1 (Z, A', A1/2)
MAGDEVSKA, L., MRAZ, M., ZIMIC, N., MOŠKON, M. Initial state perturbations as a validation method for data-driven fuzzy models of cellular networks. BMC bioinformatics, ISSN 1471-2105, Sep. 2018, vol. 19, str. 1-7, graf. prikazi, doi: 10.1186/s12859-018-2366-0. [COBISS.SI-ID 1537917379], kategorija: 1A1 (Z, A', A1/2)
WALAKIRA, A., ROZMAN, D., REŽEN, T., MRAZ, M., MOŠKON, M. Guided extraction of genome-scale metabolic models for the integration and analysis of omics data. Computational and Structural Biotechnology Journal, ISSN 2001-0370, 2021, vol. 19, str. 3521-3530, doi: 10.1016/j.csbj.2021.06.009. [COBISS.SI-ID 66227971], kategorija: 1A1 (Z, A', A1/2)
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PILIPOVIĆ, R., BULIĆ, P., LOTRIČ, U. A two-stage operand trimming approximate logarithmic multiplier. IEEE transactions on circuits and systems. I, [Print ed.], Jun. 2021, vol. 68, no. 6, str. 2535-2545, doi: 10.1109/TCSI.2021.3069168. [COBISS.SI-ID 58136579], kategorija: 1A2 (Z, A1/2)
PILIPOVIĆ, R., BULIĆ, P. On the design of logarithmic multiplier using Radix-4 Booth encoding. IEEE Access, ISSN 2169-3536, Apr. 2020, vol. 8, str. 64578-64590, ilustr., doi: 10.1109/ACCESS.2020.2985345. [COBISS.SI-ID 1538564035], kategorija: 1A2 (Z, A1/2)
PEJOVIĆ, V., MATKOVIČ, T., CIGLARIČ, M. Wireless ranging for contactless cognitive load inference in ubiquitous computing. International journal of human-computer interaction, ISSN 1044-7318, 2021, vol. 37, no. 19, str. 1849-1873, doi: 10.1080/10447318.2021.1913860. [COBISS.SI-ID 62110979], kategorija: 1A1 (Z, A'', A', A1/2)
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RUPNIK, R., VAVPOTIČ, D., JAKLIČ, J., KUHAR, A., PLAVŠIĆ, M., ŽVANUT, B. A reference standard process model for agriculture to facilitate efficient implementation and adoption of precision agriculture. Agriculture, ISSN 2077-0472, 2021, vol. 11, no. 12, str. 1-22, doi: 10.3390/agriculture11121257. [COBISS.SI-ID 89608963], kategorija: 1A1 (Z, A', A1/2)
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TRČEK, D.. E-government 4.0: managing APIs as facilitators for digital transformation. Academic journal of interdisciplinary studies, ISSN 2281-3993, Jan. 2022, vol. 11, no. 1, str. 1-14, doi: 10.36941/ajis-2022-0001. [COBISS.SI-ID 92275971], kategorija: 1A3 (Z, A', A1/2)
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SMITH, G. G., HAWORTH, R., ŽITNIK, S. Computer science meets education: Natural Language Processing for automatic grading of open-ended questions in eBooks. Journal of educational computing research, ISSN 0735-6331. [Print ed.], Dec. 2020, vol. 58, no. 7, str. 1227-1255, doi: 10.1177/0735633120927486, [COBISS.SI-ID 17989635], kategorija: 1A1 (Z, A'', A', A1/2)
GJORESKI, M., KOLENIK, T., KNEZ, T., LUŠTREK, M., GAMS, M., GJORESKI, H., PEJOVIĆ, V. Datasets for cognitive load inference using wearable sensors and psychological traits. Applied sciences, ISSN 2076-3417, 2020, vol. 10, no. 11, str. 3843-1-3843-21, doi: 10.3390/app10113843. [COBISS.SI-ID 17709571], kategorija: 1A2 (Z, A1/2)
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CVITANOVIĆ TOMAŠ, T., URLEP, Ž., MOŠKON, M., MRAZ, M., ROZMAN, D. LiverSex computational model: sexual aspects in hepatic metabolism and abnormalities. Frontiers in physiology, ISSN 1664-042X, Apr. 2018, vol. 9, str. 1-12, doi: 10.3389/fphys.2018.00360. [COBISS.SI-ID 33711833], kategorija: 1A2 (Z, A1/2)
JANEŽ, M., VEROVŠEK, Š., ZUPANČIČ, T., MOŠKON, M. Citizen science for traffic monitoring: investigating the potentials for complementing traffic counters with crowdsourced data. Sustainability, ISSN 2071-1050, Jan. 2022, vol. 14, iss. 2, str. 1-18, doi: 10.3390/su14020622. [COBISS.SI-ID 92616963], kategorija: 1A1 (Z, A'', A', A1/2)
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UČAKAR, A., STERLE, A., VUGA, M., TRČEK PEČAK, T., TRČEK, D., AHTIK, J., KOŠAK, K., MUCK, D., GABRIJELČIČ TOMC, H., KOČEVAR, T. N. 3D digital preservation, presentation, and interpretation of wooden cultural heritage on the example of sculptures of the FormaViva Kostanjevica na Krki collection. Applied sciences, ISSN 2076-3417, 2022, vol. 12, iss. 17, str. 1-17, doi: 10.3390/app12178445. [COBISS.SI-ID 119157763], kategorija: 1A2 (Z, A1/2)
JANEŽ, M., VEROVŠEK, Š., ZUPANČIČ, T., MOŠKON, M. Citizen science for traffic monitoring : investigating the potentials for complementing traffic counters with crowdsourced data. Sustainability, ISSN 2071-1050, Jan. 2022, vol. 14, iss. 2, str. 1-18, doi: 10.3390/su14020622. [COBISS.SI-ID 92616963], kategorija: 1A1 (Z, A'', A', A1/2)
TRČEK, D. Cultural heritage preservation by using blockchain technologies. Heritage science, ISSN 2050-7445, Jan. 2022, vol. 10, str. 1-11, ilustr. https://heritagesciencejournal.springeropen.com/articles/10.1186/s40494-021-00643-9, doi: 10.1186/s40494-021-00643-9. [COBISS.SI-ID 92679683], kategorija: 1A1 (Z, A'', A', A1/2)
BLAGOTINŠEK COKAN, K., URLEP, Ž., MOŠKON, M., MRAZ, M., KONG, X. Y., ESKILD, W., ROZMAN, D., JUVAN, P., REŽEN, T. Common transcriptional program of liver fibrosis in mouse genetic models and humans. International journal of molecular sciences, ISSN 1422-0067, 2021, vol. 22, iss. 2, str. 1-21, doi: 10.3390/ijms22020832. [COBISS.SI-ID 47324419], kategorija: 1A1 (Z, A', A1/2)