| Vol-3402 urn:nbn:de:0074-3402-6 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# RTA-CSIT 2023
Recent Trends and Applications in Computer Science and Information Technology

### Proceedings of the 5th International Conference on Recent Trends and Applications in Computer Science and Information Technology

### Tirana, Albania, April 26-27, 2023.

Edited by

### Endrit Xhina *
Klesti Hoxha *

* University of Tirana, Faculty of Natural Sciences, Department of Informatics, 1001 Tirana, Albania

## Table of Contents

- Preface
  Summary: There were 30 papers submitted for peer-review to this conference. Out of these, 17 papers were accepted for this volume, 11 as regular papers and 6 as short papers.

### Session 1: Full Research Papers

- A Social Network Analysis of COVID-19 Vaccines Tweets 1-12
  Arber Ceni, Alda Kika, Denada Collaku
- A comparative study of Credit Scoring and Risk Management Techniques in Fintech: Machine Learning vs. Regression Analysis 13-20
  Elda Xhumari, Sabina Haloci
- Analyzing climate changes impacts using big data Hadoop 21-27
  Silvana Greca, Ingrid Shehi, Jonuz Nuhi
- Cloud Computing Adoption in Albania: Empirical Study 28-34
  Klesti Hoxha, Dorina Aliko
- Combining a mobile deep neural network and a recurrent layer for violence detection in videos 35-43
  Paolo Contardo, Selene Tomassini, Nicola Falcionelli, Aldo Franco Dragoni, Paolo Sernani
- Forecasting LEK/EUR Exchange Rate: A Comparative Deep Learning Study 44-53
  Blerina Vika, Denada Collaku
- Impact of missing values on the performance of machine learning algorithms 54-62
  Bojan Radisic, Sanja Seljan, Ivan Dunder
- Measuring Search Engine Bias in European Women's Image Results using Machine Learning Algorithms 63-71
  Barbara Pisker, Kristian Dokic, Marko Martinovic
- Review of automatic and semi-automatic creation of knowledge graphs from structured and unstructured data 72-79
  Aurite Bytyci, Lorik Ramosaj, Eliot Bytyci
- The study of the HSM as a solution to file encryption and security 80-88
  Gliqiri Riza
- The use of smart devices (IOT) to monitor the air quality: a case study at the Faculty of Natural Sciences 89-96
  Ilma Lili, Anxhela Kosta, Endrit Xhina

### Session 2: Short Research Papers

- Application of Data Visualization and Machine Learning Algorithms for Better Decision Making 97-102
  Olta Llaha, Azir Aliu
- Application platforms used for teaching of ICT subjects 103-108
  Malvina Halilaj, Erisa Bekteshi
- Artificial Intelligence and Energy Efficiency in Smart Buildings 109-112
  Ardite Morina, Egzon Mjeku, Eljesa Mehmeti, Eliot Bytyci
- How do Albanian Biology Student-Teachers make use of ICT during their master studies? 113-117
  Eliana Ibrahimi, Jona Saliaj, Sara Berberi, Enejda Damzi
- Integration of Blockchain and IoT for securing and exchanging health records 118-123
  Suela Maxhelaku, Alda Kika, Ridvan Alimehmeti
- Self-Service Business Intelligence 124-128
  Blerta Leka, Alba Como

2023-05-08: submitted by Klesti Hoxha, metadata incl. bibliographic data published under Creative Commons CC0
2023-05-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|