109 10 3575 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Tran, Thi Ngoc Anh Nguyen Thanh, Phong Date A point or period of time associated with an event in the lifecycle of the resource 2023-03-07 Description An account of the resource In the educational digital transformation, the effective use of technological platform has been proved to support formative assessment and improve student learning outcomes. This research focuses on Socrative – a student response system (SRS) that has been appreciated by many recent studies. The quasi-experimental design is used to evaluate the impact of completing Socrative-based Physics online homework on students’ learning outcomes. Data were collected from 305 grade 10 students at two high schools in central Vietnam. The results showed that 152 students have participated in the homework on Socrative (experimental group), with an average score of 7.73/10 in the final exam; while the score of 153 students who did not participate in the activity (control group) was 5.31/10. The results of the survey indicated that students have positive attitudes toward the use of Socrative as an online homework platform. In addition, the students recommended that Socrative should be applied frequently in many subjects and exams in order to enhance their learning outcomes. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37513 10.3991/ijim.v17i05.37513 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37513/12825 Rights Information about rights held in and over the resource Copyright (c) 2023 Thi Ngoc Anh Tran, Phong Nguyen Thanh https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 05 (2023); pp. 182-199 1865-7923 Subject The topic of the resource Socrative online homework learning outcomes physics education student response system (SRS) Title A name given to the resource The Effects of Socrative-Based Online Homework on Learning Outcomes in Vietnam: A Case Study Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Ayo, Eliza B. Jotic, Rommel N. Raqueño, Avelina Loresca, John Vincent G. Mendoza, Irene F. Baroña, Princess Vanessa M. Date A point or period of time associated with an event in the lifecycle of the resource 2023-05-22 Description An account of the resource Abstract— This document presents the design and development of an integrated library management system based on the needs assessment conducted in response to technology, infrastructure, existing condition, facilities, technology readiness of human resources, automation sufficiency level, and support of technical staff among ninety-eight (98) respondents using the descriptive developmental method.   Developing a system based on research is crucial in ensuring the accuracy and reliability of the system. This approach addresses specific problems or challenges by incorporating evidence-based practices and the latest advancements in the field. The findings include the need to mentor the respondents on how to use technology and the influence of others as a factor in using technology. There is a difficulty encountered in navigating schools’ virtual libraries, unavailability of materials, and visiting it is not enticing anymore since information is available from the internet. The rarity of introducing new technology and the absence of 3D printers are common pain points. However, improvements on the library website, email/chat with a librarian, online research guides, online book reservations, and book delivery service were noticed. Research gaps and recommendations from the selected Library Management System were also employed as additional input in the development of the system. A deeper understanding of the Internet of Things, Artificial Intelligence, Big Data, Robotics, and Embedded Systems through training, webinars, and workshops are necessary for the librarian. These technologies could be applied in library operations and transactions. Procurement of the latest equipment which includes 3D printers and the development of integrated library systems are steps to take to improve the library's services and operation. By combining the results of assessments and incorporating new knowledge derived from research gaps and recommendations, provided a stronger foundation for the system. It also provides validation and grounding in scientific principles, ensuring that the system is well-informed and effective in its implementation. Ultimately, developing a system based on research leads to more informed and effective solutions to pain points and challenges. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37509 10.3991/ijim.v17i10.37509 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37509/13231 Rights Information about rights held in and over the resource Copyright (c) 2023 Eliza Bundoc Ayo, Dr. Rommel N. Jotic, Dr. Avelina Raqueno, Mr. John Vincent Loresca, Ms. Princess Vanessa M. Baroña, Ms. Irene F. Mendoza https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 10 (2023); pp. 242-256 1865-7923 Subject The topic of the resource library management system, software development, assessment Title A name given to the resource Development of an Integrated Library Management System (ILMS) Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Leon Ayala, Ricardo Ramos Cosi, Sebastian Andrade-Arenas, Laberiano Date A point or period of time associated with an event in the lifecycle of the resource 2023-03-07 Description An account of the resource Diabetes is a disease that is increasing worldwide, the main causes are: a sedentary lifestyle, aging population and economic factors. On the other hand, in Peru there is also prevalence of diabetes, especially in older adults, due to this problem, in this research work a mobile application is designed to motivate and improve the state of patience with diabetes, this seeks to help these people to improve their quality of life. The Agile Scrum methodology was used for the design because of its constant meetings that better involve the team in the project, in addition to having tools that better organize the information. For the development of the design a survey was conducted to 25 university medical students, thanks to their answers we obtained the requirements of the application, which were taken as a guide to develop its functionality, finally the work includes the design of an interactive mobile application, intuitive and easy to use, in addition to having tools capable of motivating and informing the patient about diabetes. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37441 10.3991/ijim.v17i05.37441 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37441/12817 Rights Information about rights held in and over the resource Copyright (c) 2023 Ricardo Leon Ayala, Sebastian Ramos Cosi, Laberiano Matías Andrade Arenas https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 05 (2023); pp. 100-116 1865-7923 Subject The topic of the resource Diabetes Design application Scrum Methodology survey Title A name given to the resource Design of a Mobile Application to Improve the Lifestyle of Patients with Diabetes Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Gashi, Luan Luma, Artan Snopçe, Halil Januzaj, Ylber Date A point or period of time associated with an event in the lifecycle of the resource 2023-06-07 Description An account of the resource Edge or fog computing are being used to reduce latency between end devices and traditional cloud computing. The latest developments that have improved the hardware aspects of wireless sensors and mobile networks, gave the opportunity for other enhancements if such technologies are integrated between them. Regarding this enhanced heterogeneous environment, the approach of placing services needs to reconsider the security aspects. We have developed a baseline method of a solution which fulfills the cybersecurity requirements converging with the proposed multi-tier integrated model, that enhances the K-means algorithm with added processing steps supplying the criteria of the CIA triad. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37369 10.3991/ijim.v17i11.37369 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37369/13295 Rights Information about rights held in and over the resource Copyright (c) 2023 Luan Gashi, Artan Luma, Halil Snopçe, Ylber Januzaj https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 11 (2023); pp. 115-130 1865-7923 Subject The topic of the resource networks service placement, fog and edge clustering, wireless networks, mobile com-munication, CIA triad Title A name given to the resource A Secure Recommender System Model for Service Placement in Wireless Networks Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Reyad Alsalameen Almazaydeh, Laiali Bilal Alqudah Elleithy, Khaled Date A point or period of time associated with an event in the lifecycle of the resource 2023-04-05 Description An account of the resource This study aims to examine information technology students' perceptions toward the use of virtual reality technology, their behavioral intention to use such technology for educational purposes, and the relationship between their perceptions toward the use of virtual reality technology and their behavioral intention to use virtual reality technology for educational purposes. The study used a descriptive and cross-sectional survey research design. The data collection tool was developed based on the second Unified Theory of Acceptance and Use of Technology UTAUT2 framework. Data were collected from participants using an online questionnaire. The number of participants was 147 undergraduate information technology students. The results showed that the participants had variations in their perceptions of virtual reality technology. The results showed that participants had positive perceptions of hedonic motivation and effort expectancy concerning the use of virtual reality. However, the students had close to neutral perceptions of performance expectancy, social influence, facilitating conditions, price value, and habits concerning the use of virtual reality. Furthermore, the results showed that the students had a positive behavioral intention to use virtual reality for educational purposes. Part of students' positive behavioral intention to use virtual reality for educational purposes can be ascribed to their perceptions of effort expectancy, performance expectancy, social influence, hedonic motivation, price value, facilitating conditions, and habits concerning the use of virtual reality. Students' perceptions of performance expectancy concerning virtual reality had the greatest effect on their behavioral intention to use virtual reality for educational purposes. Based on the findings, a set of recommendations was provided. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37211 10.3991/ijim.v17i07.37211 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37211/13021 Rights Information about rights held in and over the resource Copyright (c) 2023 Laiali Almazaydeh https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 07 (2023); pp. 148-166 1865-7923 Subject The topic of the resource Virtual Reality Information Technology Students' Perceptions UTAUT2 Title A name given to the resource Information Technology Students' Perceptions Toward Using Virtual Reality Technology for Educational Purposes Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Drigas, Athanasios Karyotaki , Maria Skianis, Charalabos Date A point or period of time associated with an event in the lifecycle of the resource 2023-04-05 Description An account of the resource Parents need to develop their cognitive and metacognitive skills such as lifelong learning skills, self-leadership, self-regulation, empathy as well as mindfulness and self-consciousness in order to sustain their parenting role as well as develop their personal and professional capabilities. More specifically, emerging technologies, such as mobiles and artificial intelligence have gained ground on enhancing responsible parenting, parents’ engagement with children’s learning procedures, parents’ wellness and active aging as well as parents’ cognitive and emotional balance in regard to their parenting role. Emerging technologies offer convenient, personalized and cost-effective training and assessment tools for parents with the final aim to create flexible and inclusive school communities. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37201 10.3991/ijim.v17i07.37201 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37201/13017 Rights Information about rights held in and over the resource Copyright (c) 2023 Athanasios Drigas, Maria Karyotaki , Charalampos Skianis https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 07 (2023); pp. 118-132 1865-7923 Subject The topic of the resource parents schools of the future emerging technologies school communities Title A name given to the resource Mobiles, Digital Tech, Empathy, Metacognition, Self-Consciousness and the Role of Parents in Schools and Societies of the Future Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Samala, Agariadne Dwinggo Amanda, Mita Date A point or period of time associated with an event in the lifecycle of the resource 2023-03-07 Description An account of the resource The Computer Numerical Control (CNC) machine operates based on a numerical control program generated semi-automatically by a Computer Aided Manufacturing (CAM) system or manually by the operator. Repeated practice is required to operate a CNC machine. For an inexperienced operator (student), the practicum requires extensive use of materials and cutting instruments. In the meantime, the number of laboratory equipment for the CNC programming practicum remains limited, and the 3-axis CNC milling machine training unit is inadequate for the number of students. For this reason, we need a medium that can simulate the machining process to aid students in their early stages of learning. This research aims to create a mobile application for milling machine visualization based on augmented reality. This augmented reality (AR) application, "MM: CTU 3-Axis," or Machine Milling CNC Training Unit 3-Axis, was designed with 3D virtual objects to provide students with knowledge and practical experience. The application development model used Multimedia Development Life Cycle (MDLC). This research yields an Android-based augmented reality (AR) application called "MM: CTU 3-Axis" that does not require markers. The development and verification results demonstrated that this application could aid in learning CNC programming and machining practicum, as well as reduce the cost of using cutting tools and the cost of using materials due to repeated experiments on CNC machines. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37067 10.3991/ijim.v17i05.37067 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37067/12807 Rights Information about rights held in and over the resource Copyright (c) 2023 Agariadne Dwinggo Samala, Mita Amanda https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 05 (2023); pp. 22-35 1865-7923 Subject The topic of the resource immersive learning augmented reality mobile application CNC milling machine engineering education Title A name given to the resource Immersive Learning Experience Design (ILXD): Augmented Reality Mobile Application for Placing and Interacting with 3D Learning Objects in Engineering Education Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Lajane, Halima Gouifrane, Rachid Arai, Mounir Qaisar, Rabia Chemsi, Ghizlane Radid, Mohamed Date A point or period of time associated with an event in the lifecycle of the resource 2023-05-22 Description An account of the resource This paper traces the development of a mobile application  designed to simplify and support learning in nursing education. This application is based on the principles of dynamic formative evaluation, a method that encourages student involvement in the formative assessment process and supports student learning through formative feedback. A formative assessment model was derived from these principles and informed the application’s design. This mobile application project, which ran from February to September 2020, aimed to contribute to the improvement of formative assessment practices through the development of a learner-centered assessment tool and the identification of key formative processes within the application. The application’s functionality was based on the needs of the actors, which were analyzed according to Black and William’s theoretical perspectives on formative assessment and Keller’s motivational model; both were used to inform the pedagogical design of the application. This application is intended for nursing teachers working in ISPITS in Morocco and student nurses enrolled in the professional license cycle in these training institutes Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37053 10.3991/ijim.v17i10.37053 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37053/13229 Rights Information about rights held in and over the resource Copyright (c) 2023 Dr Lajane H., Dr Gouifrane R., Dr Arai M., Dr Qaisar R., Pr Chemsi G., Pr Radid M. https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 10 (2023); pp. 228-241 1865-7923 Subject The topic of the resource Keywords—mobile application, mobile learning, nursing student, support Title A name given to the resource Mobile Technology for Learning Assessment: Design Process for the NursE-Quiz Mobile Application Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Abu-Alsaad, Hiba A. Date A point or period of time associated with an event in the lifecycle of the resource 2023-06-07 Description An account of the resource Due to the increased number of cars, outdoor parking is one of the critical problems. Moreover, the management of the parking system is also considered a difficult task. Humans, on the other hand, were acclimated to efficiently parking their automobiles by providing them with the precise location of parking in advance of their arrival. As a result of human inefficiency, it was unsuccessful and ultimately increased the compliance cost. As a result of the development of the notion of the Internet of Things. A lot of systems were installed regarding smart parking systems that are decreasing the cost but also contain a huge impact on the reduction of emissions from cars. While it is possible to integrate Internet of Things (IoT) devices into automobiles, such an approach will necessitates the deployment of additional infrastructure, which will raise the cost, and also it is not feasible within current infrastructure configurations. Then there's the fact that CCTV technology is widely available and also small enough to fit into any parking area without being noticeable. In this paper, Convolution Neural Network (CNN) based smart parking system is designed and implemented. The CNN is used to detect vacant and occupied parking spaces through CCTV cameras and provide feedback to the passengers. Furthermore, the proposed approach is using CNR and PKLot datasets for ensuring the effectiveness of the model. This was developed to solve the issues of time, cost, and accuracy with the existing systems. As a result, the proposed model provides excellent results in terms of accuracy. Moreover, it is cost-effective and saves time. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37033 10.3991/ijim.v17i11.37033 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37033/13301 Rights Information about rights held in and over the resource Copyright (c) 2023 Hiba Abu-Alsaad https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 11 (2023); pp. 155-170 1865-7923 Subject The topic of the resource CNN IoT IoT devices Title A name given to the resource CNN-Based Smart Parking System Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource International Journal of Interactive Mobile Technologies (iJIM) Dataset Data encoded in a defined structure. Examples include lists, tables, and databases. A dataset may be useful for direct machine processing. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Creator An entity primarily responsible for making the resource Echoukairi, Hassan El Ghmary, Mohamed Ziani, Said Ouacha, Ali Date A point or period of time associated with an event in the lifecycle of the resource 2023-03-21 Description An account of the resource Facial expressions constitute one of the most effective and instinctive methods that allow people to communicate their emotions and intentions. In this context, the both Machine Learning (ML) and Convolutional Neural Networks (CNNs) have been used for emotion recognition. Efficient recognition systems are required for good human-computer interaction. However, facial expression recognition is related to several methods that impact the performance of facial recognition systems.  In this paper, we demonstrate a state-of-the-art of 65% accuracy on the FER2013 dataset by leveraging numerous techniques from recent research and we also proposed some new methods for improving accuracy by combining CNN architectures such as VGG-16 and Resnet-50 with auxiliary datasets such as JAFFE and CK.  To predict emotions, we used a second approach based on geometric features and facial landmarks to calculate and transmit the feature vector to the SVM model. The results show that the ResNet50 model outperforms all other emotion prediction models in real time by maximizing. Format The file format, physical medium, or dimensions of the resource application/pdf Identifier An unambiguous reference to the resource within a given context https://online-journals.org/index.php/i-jim/article/view/37031 10.3991/ijim.v17i06.37031 Language A language of the resource eng Publisher An entity responsible for making the resource available International Association of Online Engineering (IAOE), Vienna, Austria Relation A related resource https://online-journals.org/index.php/i-jim/article/view/37031/12899 Rights Information about rights held in and over the resource Copyright (c) 2023 Mohamed El Ghmary, Said ZIANI, Hassan ECHOUKAIRI, Ali OUACHA https://creativecommons.org/licenses/by/4.0 Source A related resource from which the described resource is derived International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 06 (2023); pp. 33-44 1865-7923 Subject The topic of the resource Facial Expression Machine Learning Deep Learning Facial Land- Marks Convolution Neural Network [CNN] Title A name given to the resource Improved Methods for Automatic Facial Expression Recognition Type The nature or genre of the resource info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article