1. Using data mining to improve decision-making : case study of a recommendation system developmentHyrmet Mydyti, Arbana Kadriu, Mirjana Pejić Bach, 2023, izvirni znanstveni članek Opis: Background and purpose: This study aims to provide a practical perspective on how data mining techniques are used in the home appliance after-sales services. Study investigates on how can a recommendation system help a customer service company that plans to use data mining to improve decision making during its digital transformation process. In addition, study provides a detailed outline on the process for developing and analyzing platforms to improve data analytics for such companies. Methodology: Case study approach is used for evaluating the usability of recommendation systems based on data mining approach in the context of home appliance after-sales services. We selected the latest platforms based on their relevance to the recommender system and their applicability to the functionality of the data mining system as trends in the system design. Results: Evaluation of the impact on decision making shows how the application of data mining techniques in organizations can increase efficiency. Evaluation of the time taken to resolve the complaint, as a key attribute of service quality that affects customer satisfaction, and the positive results achieved by the recommendation system are presented. Conclusion: This paper increases the understanding of the benefits of the data mining approach in the context of recommender systems. The benefits of data mining, an important component of advanced analytics, lead to an increase in business productivity through predictive analytics. For future research, other attributes or factors useful for the recommender systems can be considered to improve the quality of the results. Acknowledgement: The author Hyrmet Mydyti’s PhD thesis has been extended in this paper.
Ključne besede: digital transformation, data mining, decision tree algorithm, decision-making, home appliances after-sales services
Objavljeno v DKUM: 08.10.2025; Ogledov: 0; Prenosov: 0
 Celotno besedilo (1,95 MB)
Gradivo ima več datotek! Več... |
2. Some comments on the legal regulation on misinformation and cyber attacks conducted through online platformsKitti Mezei, Boldizsár Szentgáli-Tóth, 2023, izvirni znanstveni članek Opis: What are the tools to effectively manage the new threats to the free flow of opinions to protect this essential precondition for a pluralist social and political system? As a basis for action at the community level, how can we protect users who use internet platforms to inform themselves on issues of public interest from disinformation attacks through cyberspace? Effective action against cyber-attacks that adversely affect certain fundamental rights requires a combination of instruments, creating the technological, economic, human and legal conditions for meaningful counter-measures. In legal terms, the guarantees that platform providers must offer each user to prevent cyber attacks and illegal content should be laid down, and legal instruments shou ld be put in place to ensure they are always available. In addition, in the event of misusing any content shared on the platform or of personal data made available to the operator, clear responsibilities should be established, and the extent to which the responsibility for protection lies with the platform operator or the user should be clarified. In our study, we outline regulatory options to address these challenges.
Ključne besede: cyber attacks, freedom of expression, online platforms, marketplace of ideas, digital services act
Objavljeno v DKUM: 02.10.2025; Ogledov: 0; Prenosov: 0
Celotno besedilo (407,39 KB)
Gradivo ima več datotek! Več...
Gradivo je zbirka in zajema 1 gradivo! |
3. One in ten emergency medical calls in Slovenia originate from different locationŠpela Metličar, Larisa Žula, Nino Fijačko, 2024, drugi znanstveni članki Ključne besede: emergency calls, emergency medicine, emergency medical services, Emergency Medical Dispatchers (EMDs), caller`s location, Slovenia (Europe)
Objavljeno v DKUM: 19.09.2025; Ogledov: 0; Prenosov: 2
Celotno besedilo (173,80 KB) |
4. Obdelava masivnih podatkov pametnih domov na oblačni infrastrukturi : magistrsko deloAleks Brenčič, 2025, magistrsko delo Opis: V magistrski nalogi predstavljamo načrtovanje in razvoj sistema za shranjevanje masovnih podatkov pametnih domov na oblačni infrastrukturi. V nalogi predstavljamo ključne tehnologije, naprave in orodja za zajemanje podatkov v pametnih domovih in shranjevanje in obdelovanje le-teh v oblačnem okolju. Za zajemanje in nadzor pametnega okolja smo uporabili platformo Home Assistant, za oblačno okolje pa Amazon Web Services. Podatki pametnih naprav se iz pametnega okolja pošiljajo na oblačno okolje preko MQTT-protokola, hranijo pa v podatkovni bazi DynamoDB. Oblačna infrastruktura je inicializirana z orodjem Terraform, in omogoča visoko skalabilnost. Cilj razvoja sistema je omogočanje shranjevanja masovnih podatkov pametnih domov z uporabo oblačno infrastrukture, s čimer želimo zagotoviti dolgoročno hrambo in varno obdelavo podatkov, obenem pa omogočiti lažjo integracijo z ostalimi storitvami v oblaku.
Ključne besede: pametni dom, Amazon Web Services, MQTT, oblačna platforma
Objavljeno v DKUM: 13.08.2025; Ogledov: 0; Prenosov: 16
Celotno besedilo (2,02 MB) |
5. Perceptions of patient safety culture among triage nurses in the emergency department : a cross-sectional studyZvonka Fekonja, Sergej Kmetec, Nataša Mlinar Reljić, Jožica Černe Kolarič, Majda Pajnkihar, Matej Strnad, 2023, izvirni znanstveni članek Opis: The patient safety culture is key to ensuring patient safety in healthcare organizations. The triage environment is inherently demanding for patient safety and is characterized by high stress, rapid decision-making, and quick action. In several countries, including Slovenia, there is a lack of studies on the patient safety culture among triage nurses. This study aimed to assess the perceptions of the patient safety culture among triage nurses. A cross-sectional survey design was used. The Emergency Medical Services-Safety Attitudes Questionnaire, distributed to triage nurses, was used to collect data. A total of 201 triage nurses participated in this study. The results revealed that the overall average perception of the patient safety culture was 57.27% (SD = 57.27), indicating that the perception of the patient safety culture among triage nurses in the emergency department was non-positive and requires improvement. “Job Satisfaction” received the highest score (63.18%; SD = 17.19), while “Working Conditions” received the lowest (49.91%; SD = 17.37). The perception of positive and negative safety culture responses was statistically significant for age (χ2 (3) = 17.750, p ≤ 0.001), education (χ2 (2) = 6.957, p = 0.031) and length of working experience (χ2 (3) = 8.875, p = 0.031). The findings emphasize the significance of improving the safety culture in relation to several areas of patient care during the triage process. This research serves as a crucial foundation for enhancing patient safety in triage, providing quality care, and reducing adverse events.
Ključne besede: triage, patient safety, perception, safety management, emergency medical services
Objavljeno v DKUM: 07.04.2025; Ogledov: 0; Prenosov: 2
Celotno besedilo (593,94 KB)
Gradivo ima več datotek! Več... |
6. Supply chain execution : Sourcing and customer serviceLukasz Hadas, Julia Jancy, Sonja Mlaker Kač, Mateja Čuček, univerzitetni, visokošolski ali višješolski učbenik z recenzijo Ključne besede: supply chains, sourcing, services, logistics, higher education textbooks
Objavljeno v DKUM: 13.12.2024; Ogledov: 0; Prenosov: 7
Celotno besedilo (3,42 MB)
Gradivo ima več datotek! Več... |
7. Big data in sports : a bibliometric and topic studyAna Šuštaršič, Mateja Videmšek, Damir Karpljuk, Ivan Miloloža, Maja Meško, 2022, pregledni znanstveni članek Opis: Background: The development of the sports industry was impacted by the era of Big Data due to the rapid growth of information technology. Unfortunately, that has become an increasingly challenging Issue.
Objectives: The purpose of the research was to analyze the scientific production of Big Data in sports and sports-related activities in two databases, Web of Science and Scopus.
Methods/Approach: Bibliometric analysis and topic mining were done on 51 articles selected after four exclusion criteria (written in English, journal articles, the final stage of publication, and a detailed review of all full texts). The software tool used was Statistica Data Miner.
Results: We found that the first articles appeared in Scopus in 2013 and WoS in 2014. USA and China are countries which produced the most articles. The most common research areas in WoS and Scopus are Public environmental and occupational health, Medicine, Environmental science ecology, and Engineering.
Conclusions: We conducted that further research and literature review will be required as this is a broad and new topic.
Ključne besede: big data, sport, bibliometric study, topic study, health care management, services, decision making
Objavljeno v DKUM: 05.07.2024; Ogledov: 154; Prenosov: 12
Celotno besedilo (777,24 KB)
Gradivo ima več datotek! Več... |
8. A critical analysis on multifaceted benefits of mixture of cover crops over pure standMarko Zupanič, Branko Kramberger, 2023, pregledni znanstveni članek Opis: Winter cover crops (WCCs) are fast-growing and high biomass producing crops that are included in the of crop rota- tion between two main cash crops. WCCs are used for greening the soil and can increase the yield of the main crop by increasing soil organic matter (SOM), soil water infiltrability and reducing water runoff and erosion, decreasing the weeds population and other soil-borne harmful biotic agents, improving soil microbial community, and enhancing agroecosystem services; however, yield can be adversely affected if they fix excessive nitrogen and do not release it in a timely manner. The carbon/nitrogen (C/N) ratio achieved in soil greening is a major factor in the availability of soil nitrogen, regardless of the location of soil residues; therefore, one option is to increase the nitrogen content of WCCs by sowing a mixture of legume and non-legume crops, since non-legumes such as grasses typically have a low nitrogen content and little to no positive effect on soil nitrogen availability on subsequent crops. The combination of legumes and non-legumes as WCCs exhibit multifaceted benefits such as quality biomass production, crop diversification, efficient plant protection, enrich- ment of soil microbes, biological nitrogen fixation, and so on. The integration of WCCs grasses and legumes into the crop rotation increases rational nitrogen management and can also increase SOM content and, consequently, soil fertility. The effective release of mineral nitrogen into the soil along the time should be taken into account in order to minimize leaching and optimize the symbiotic N fixed for the subsequent cash crop. Finally, with WCCs, it is possible to produce high-quality animal feed in pure stands and in mixtures in order to obtain on sustainable farm forage resources.
Ključne besede: cover crops, pure stand, mixed stand, agroecosystem services, advantages
Objavljeno v DKUM: 19.04.2024; Ogledov: 268; Prenosov: 14
Celotno besedilo (1,45 MB)
Gradivo ima več datotek! Več... |
9. Clinical pharmacy services in mental health in Europe : a commentary paper of the European Society of Clinical Pharmacy Special Interest Group on Mental HealthMatej Štuhec, Martina Hahn, I. Taskova, I. Bayraktar, I. Fitzgerald, L. Molitschnig, A. Tatarević, N. Lindner, L. Agnoletto, Filipa Alves da Costa, 2023, pregledni znanstveni članek Opis: A large proportion of the world's disease burden is attributable to mental illnesses. Although effective interventions are available, many patients still have limited access to evidence-based treatments. Aside from access, treatment gaps, including inappropriate medication selection and monitoring, are also routinely recognised. Mental health clinical pharmacists can help address these gaps and enable patients to receive optimised pharmaceutical care, particularly appropriate medication selection and monitoring. The European Society of Clinical Pharmacy (ESCP) Special Interest Group on Mental Health was established to improve standardised service provision in mental health settings across Europe. The Special Interest Group identified significant barriers (predominantly associated with reimbursement and position within the multidisciplinary team) to effective pharmaceutical care amongst those with mental illnesses. This commentary presents recommendations to address these gaps through improved mental health clinical pharmacy service provision.
Ključne besede: clinical pharmacist interventions, clinical pharmacy in mental health, European society of clinical pharmacy, mental illnesses and pharmacy, pharmaceutical services in mental health, polypharmacy and clinical pharmacy, psychotropics and clinical pharmacy
Objavljeno v DKUM: 15.04.2024; Ogledov: 214; Prenosov: 10
Celotno besedilo (404,08 KB)
Gradivo ima več datotek! Več... |
10. Leadership and managerial challenges to ensure agile management as a method to enable business success : a Delphi study of the Slovenian health organisationsVasja Roblek, Vlado Dimovski, Kristjan Jovanov Oblak, Maja Meško, Judita Peterlin, 2024, izvirni znanstveni članek Opis: Purpose
This study aims to apply the Delphi method to explore the possibilities for implementing agility management concepts in Slovenian health-care organisations. Design/methodology/approach
The research is based on a qualitative Delphi study encompassing 15 employees in different Slovenian health-care organisations.
Findings
Slovenian health-care organisations need to be more agile currently. For this reason, it is necessary to begin with organisational changes and organisational learning concepts to educate employees about the meaning and content of agile processes. It is essential to ensure that accepting employee mistakes and offering help to employees becomes normal practice, and it is necessary to ensure the greater trust of the management towards the employees.
Originality/value
The research empowers health-care professionals with new management and leadership concepts, such as agile management, sustainable leadership and leadership development methods in health care.
Ključne besede: entrepreneurship, leadership, company performance, business efficiency, agile management, delphi study, health-care organisations, organisational transformation, Slovenia, change management, health services sector
Objavljeno v DKUM: 08.04.2024; Ogledov: 301; Prenosov: 25
Celotno besedilo (588,83 KB)
Gradivo ima več datotek! Več... |
