2023 46th MIPRO ICT and Electronics Convention (MIPRO)最新文献_第9页

Multilingual Named Entity Recognition Solution for Optimizing Parcel Delivery in Online Commerce: Identifying Person and Organization Names 在线商务中优化包裹递送的多语言命名实体识别解决方案:识别个人和组织名称

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159789

M. Pajas, Aleksander Radovan, I. O. Biskupic

{"title":"Multilingual Named Entity Recognition Solution for Optimizing Parcel Delivery in Online Commerce: Identifying Person and Organization Names","authors":"M. Pajas, Aleksander Radovan, I. O. Biskupic","doi":"10.23919/MIPRO57284.2023.10159789","DOIUrl":"https://doi.org/10.23919/MIPRO57284.2023.10159789","url":null,"abstract":"This paper presents a comprehensive solution to enhance parcel delivery in online commerce by implementing multilingual named entity recognition. The solution is designed to accurately identify person and organization names, with a primary emphasis on correctly identifying recipients. The ultimate goal is to use this information to automatically validate recipients and select the most accurate one to improve data accuracy and reliability for parcel delivery. The process begins by collecting a large dataset of online commerce data, including customer search queries, and annotating it with person and organization names. The data is then preprocessed, cleaned to eliminate irrelevant information, and prepared for training a named entity recognition model. Next, the model is trained and evaluated using this data to ensure its ability to identify named entities and extract recipients from queries accurately. The process employs an iterative training process and data generation techniques, while also addressing the issue of noisy data and iterative training introducing unwanted patterns by retraining the model on the subset of the original annotated dataset. Our experiments conclude a consistent increase of F1 score over the baseline and best iteration using this method of training and fine-tuning.","PeriodicalId":177983,"journal":{"name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116036477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Implementation of Biometric Verification of a Fingerprint Whose Image is Taken from a Glass Surface 玻璃表面指纹图像生物特征验证的实现

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159796

M. Knezović, M. Zagar, Damir Delija, Goran Sirovatka, D. Moznik

引用次数: 0

Utilizing Robotics in Maths in Primary Education A Case Study 机器人在小学数学教育中的应用:个案研究

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/mipro57284.2023.10159703

Aikaterini Goltsiou, Chrysa Sofianopoulou

{"title":"Utilizing Robotics in Maths in Primary Education A Case Study","authors":"Aikaterini Goltsiou, Chrysa Sofianopoulou","doi":"10.23919/mipro57284.2023.10159703","DOIUrl":"https://doi.org/10.23919/mipro57284.2023.10159703","url":null,"abstract":"The use of robotics and programming help to approach mathematical concepts in an alternative way through differentiated learning. The approach contributes to the cultivation of mathematical thinking through experimentation and code correction, through visualization, as well as the inclusion of students. The aim of the paper is to present how robotics and specifically the Lego Education Spike Essential were integrated into the teaching of Geometry in the 1st Grade of a Greek primary school. The activities were included in three teaching scenarios in the framework of the utilization of the new Greek curriculum. The evaluation of the action was done by investigating the opinions and attitudes of the students and with structured observation by the teacher. The students’ formative and final assessment were integrated into Moodle. Also, the programming of students’ constructions formed the final evaluation of the implementation. From the evaluation of the action, it emerged that the students understood mathematical concepts, they cultivated collaborative, digital and programming skills in a pleasant collaborative learning environment. It is proposed to utilize robotics from an early age in the teaching of mathematics in the new Greek curricula, as a means of cultivating students’ mathematical thinking.","PeriodicalId":177983,"journal":{"name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","volume":"85 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114339656","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Do Croatian Citizens Want the Digitalization of Elections? Differences in Socio-Demographic Characteristics 克罗埃西亚民众希望选举数位化吗?社会人口特征的差异

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/mipro57284.2023.10159854

V. P. Vinogradac, B. Čerin, D. Vandelic, A. Prišćan

{"title":"Do Croatian Citizens Want the Digitalization of Elections? Differences in Socio-Demographic Characteristics","authors":"V. P. Vinogradac, B. Čerin, D. Vandelic, A. Prišćan","doi":"10.23919/mipro57284.2023.10159854","DOIUrl":"https://doi.org/10.23919/mipro57284.2023.10159854","url":null,"abstract":"In modern society characterized by a fast-paced lifestyle, digitalization at all levels is certainly a tool that makes this fast-paced life easier. Elections, regardless of whether they are at the local or national level, are one of the key events in every society. The aim of this paper is to investigate whether the citizens of the Republic of Croatia want the digitalization of elections, and to see whether the attitudes of citizens differ according to sociodemographic characteristics. The research was conducted by ZRIN Institute on a representative sample of citizens of the Republic of Croatia (n=650) using the survey method. The results showed that most citizens want the digitalization of elections (69.5%). The results of multivariate statistical analyzes showed that there are no statistically significant differences in the desire of digitalization regarding sex and place of residence. On the other hand, there are statistically significant differences regarding age group and level of education. Apart from the scientific contribution, the results of this research have strong practical implications that will be discussed in the paper.","PeriodicalId":177983,"journal":{"name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115297183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Determining Graphene and Substrate Quality from the Coupled Hall Mobility Measurements and Theoretical Modeling 从耦合霍尔迁移率测量和理论建模确定石墨烯和衬底质量

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159692

Karolina Japec, M. Matić, R. Lukošė, M. Lisker, M. Lukosius, M. Poljak

引用次数: 0

Using De Novo Metagenome Assembly for Improved Metagenomic Classification 利用De Novo宏基因组组装改进宏基因组分类

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159902

Josipa Lipovac, K. Križanović

{"title":"Using De Novo Metagenome Assembly for Improved Metagenomic Classification","authors":"Josipa Lipovac, K. Križanović","doi":"10.23919/MIPRO57284.2023.10159902","DOIUrl":"https://doi.org/10.23919/MIPRO57284.2023.10159902","url":null,"abstract":"Metagenomics is a rapidly growing field that allows for studying complex microbial communities. One of the first steps in the metagenomic analysis is the classification of the organisms present in a sample. This is usually done by comparing sequencing reads to a database of known organisms. With the recent development of long-read sequencing technologies, such as PacBio and Oxford Nanopore Technologies (ONT), it is now possible to generate highly accurate assemblies of genomes from metagenomic samples. This is typically done using a combination of reference-based and de novo assembly approaches. Assembling the genomes from the metagenomic sample, prior to classification, could improve classification results and also aid in identifying new, previously unknown species. However, the evaluation of metagenome assemblies is a challenging task and it is important to assess the quality of the assemblies in order to ensure the accuracy of downstream analyses. In this paper, we provide a detailed overview of metagenomic classification, de novo metagenome assembly process, and evaluation of metagenome assembly, highlighting various tools and techniques currently available for each step. We also present initial results showing that metagenomic classification can benefit from a previously assembled metagenome.","PeriodicalId":177983,"journal":{"name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126352193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Influence of quality of pixel level annotations on text detection performance in natural images 自然图像中像素级标注质量对文本检测性能的影响

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159759

Ivan Dorkic, Matteo Brisinello, R. Grbić, M. Herceg

引用次数: 0

The Role of Knowledge Management in Transition to Industry 5.0 知识管理在工业5.0转型中的作用

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159790

S. Lovrenčić

引用次数: 0

The importance of ITIL4 adoption for IT service management in insurance companies 采用ITIL4对保险公司IT服务管理的重要性

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159950

Ajla Cerimagic Hasibovic, A. Tanovic, Aida Granulo

引用次数: 0

Validating a Model of Smart Service System, Supporting Teachers to Create Educational Maze Video Games 验证智能服务系统模型，支持教师创建教育迷宫视频游戏

2023 46th MIPRO ICT and Electronics Convention (MIPRO) Pub Date : 2023-05-22 DOI: 10.23919/MIPRO57284.2023.10159635

A. Antonova

{"title":"Validating a Model of Smart Service System, Supporting Teachers to Create Educational Maze Video Games","authors":"A. Antonova","doi":"10.23919/MIPRO57284.2023.10159635","DOIUrl":"https://doi.org/10.23919/MIPRO57284.2023.10159635","url":null,"abstract":"Intelligent technologies can encourage the design and implementation of personalized learning solutions. In traditional school settings, teachers still hesitate about how to use educational video games in class. In this context smart services can support teachers to design personalized and adaptable learning games by providing more data-enabled, user-centered and context-oriented recommendations. The paper presents the smart service concepts and explores their role in improving teachers’ capacity to design educational video games. It steps on the platform APOGEE to construct educational enriched maze video games and proposes a smart service validation model, which is verified and tested. The paper starts with a short introduction of the pilot smart service system, based on the APOGEE platform. After that, it analyzes the existing platforms that teachers can use for learning game creation. Next, a validation model of the smart service system is presented. The validation process is explained in detail, covering two testing rounds with 9 lecturers and 15 students. The discussion part verifies that the proposed smart service pilot implementation can efficiently support teachers to conceptualize educational maze video games.","PeriodicalId":177983,"journal":{"name":"2023 46th MIPRO ICT and Electronics Convention (MIPRO)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131697375","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0