2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)最新文献

筛选
英文 中文
Encoder-Decoder Language Model for Khmer Handwritten Text Recognition in Historical Documents 历史文献中高棉手写文本识别的编码器-解码器语言模型
Seanghort Born, Dona Valy, Phutphalla Kong
{"title":"Encoder-Decoder Language Model for Khmer Handwritten Text Recognition in Historical Documents","authors":"Seanghort Born, Dona Valy, Phutphalla Kong","doi":"10.1109/SKIMA57145.2022.10029532","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029532","url":null,"abstract":"Correcting spelling errors in texts extracted from Khmer palm leaf manuscripts by handwritten text recognition (HTR) systems can be very challenging. A Khmer Language Model developed in this study aims to facilitate the task mentioned above. The proposed model utilizes long short-term memory (LSTM) modules applicable for improving the performance of text recognition which is to predict a sequence of characters as output. The architecture of the language model is based on an encoder-decoder mechanism which is composed of two parts: an encoder to capture the context of the input erroneous word and a decoder to decode and predict the correctly spelt output word. Experimental evaluations are conducted on a text corpus consisting of Khmer words extracted from Sleuk-Rith set.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114434865","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
Problem-based Redesign of the BIS Curriculum 基于问题的国际清算银行课程重新设计
C. Csáki, Z. Szabó, A. Gábor
{"title":"Problem-based Redesign of the BIS Curriculum","authors":"C. Csáki, Z. Szabó, A. Gábor","doi":"10.1109/SKIMA57145.2022.10029650","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029650","url":null,"abstract":"Teaching Business Information Systems programs faces increased pressure from several sources. On the one hand the underlying field of IT and technologies change rapidly, on the other future employers of BIS graduates have diverging expectation (which has also been changing). Furthermore, digital savviness of students and their expectations towards highly technological teaching solutions is increasing, while new pedagogical methods gaining ground as well. To meet these challenges - further complicated with the demand for blended learning solution by the recent pandemic - require higher education institutions to find new ways of delivering BIS degree programs. The approach reported in this paper proposes the redesign of the full curriculum (instead of just ‘fixing’ individual courses). Such redesign is organized around the TOGAF framework and utilizes problem-based learning and online education pushed to the extreme. Elements of the proposal (called BIPER) has been tested in the context of a Summer School using VR technology and online collaboration tools.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132930600","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
Women Entrepreneur Capacity Building toward Digital Economy Using an All-in-One eCommerce Platform 利用一体化电子商务平台构建面向数字经济的女性企业家能力
R. Chea
{"title":"Women Entrepreneur Capacity Building toward Digital Economy Using an All-in-One eCommerce Platform","authors":"R. Chea","doi":"10.1109/SKIMA57145.2022.10029603","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029603","url":null,"abstract":"Women run 65% of businesses in Cambodia, and 96% are micro-sized and participate in the informal economy. These women face barriers of a lack of education, digital literacy, technology, access to finance, and legal and regulatory challenges. This paper presents an investigation into the development of a high-quality All-in-one eCommerce technology platform to overcome these barriers. These include access to the market by providing digital literacy and marketing support for vendors to create a storefront on our platform for their handmade and local goods. To achieve this goal, this research has investigated the development of an All-in-one eCommerce platform called Khmum eShop for various activities including financial tools for sales reports and Financial Statements. With banking partners, AMK Microfinance Institution Plc., Acleda, and SMEs Bank, the platform offers vendors to use their inventory stock report and financial statement as collateral for loan application prep to clear pathways to finance. The proposed platform has been co-created with multiple stakeholders based on the needs of the community vendors and has been tested, validated, and deployed to community vendors. It was found that the proposed innovative framework has a significant impact on growing the community vendors.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"197 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133022155","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
Attention-Based Scene Graph Generation: A Review 基于注意力的场景图生成:综述
Afsana Airin, Rezab Ud Dawla, Ahmed Shabab Noor, Muhib Al Hasan, Ahmed Rafi Hasan, Akib Zaman, D. Farid
{"title":"Attention-Based Scene Graph Generation: A Review","authors":"Afsana Airin, Rezab Ud Dawla, Ahmed Shabab Noor, Muhib Al Hasan, Ahmed Rafi Hasan, Akib Zaman, D. Farid","doi":"10.1109/SKIMA57145.2022.10029570","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029570","url":null,"abstract":"The automated creation of a semantic structural scene graph from an image or video is known as scene graph generation (SGG), which includes accurate labeling of all objects that are identified and the interconnections between them. Several SGG methods have been proposed employing deep learning techniques nowadays to achieve good results but most of the approaches failed to integrate the contextual information of pair of objects. Apart from the existing state of the arts of SGG, the attention mechanism is creating a new horizon in this field. This paper offers a thorough analysis of the most recent Attention-Based Scene Graph Generation techniques. In this paper, we have compared and tested five existing Attention-Based Scene Graph Generation methods. We have summarised the results of existing methods to understand progress in this field of Scene Graph Generation. Moreover, we have discussed the strengths of existing techniques and future directions of attention-based models in Scene Graph Generation.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114500062","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: 1
Towards Smart Farming: Simulation Framework to Exploit Network Connectivity for End-to-End Data Transmission 迈向智慧农业:利用网络连接实现端到端数据传输的仿真框架
Dongyang Huo, Sri Devi Ravana, A. Malik, A. U. Rahman, I. Ahmedy
{"title":"Towards Smart Farming: Simulation Framework to Exploit Network Connectivity for End-to-End Data Transmission","authors":"Dongyang Huo, Sri Devi Ravana, A. Malik, A. U. Rahman, I. Ahmedy","doi":"10.1109/SKIMA57145.2022.10029463","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029463","url":null,"abstract":"Traditional agriculture is highly dependent on human participation and experience. Therefore, it is not possible to guarantee crop yield and quality while expanding the production scale. In recent years, based on the continuous development and innovation of IoT and ICT technologies, the concept of smart farming has started to receive the attention of researchers and farmers. However, many existing smart agriculture applications and research are conducted under controlled environments such as greenhouse farming, vertical farming, and hydroponic farming, etc. Few studies have shifted attention to large-scale arable agriculture, thus neglecting the scalability of the system. This work presents a simulation stack (digital mapping) in which the results of running the simulation model in a large-scale class of real-world scenarios are used to enhance the further performance of the proposed farming system in large-scale scenarios.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124842640","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
A Meta-Analysis of Health care Supply Chain Performance for Patient Safety 医疗保健供应链绩效对患者安全的元分析
Chayada Kanokphanvanich, W. Rattanawong, V. Vongmanee
{"title":"A Meta-Analysis of Health care Supply Chain Performance for Patient Safety","authors":"Chayada Kanokphanvanich, W. Rattanawong, V. Vongmanee","doi":"10.1109/SKIMA57145.2022.10029487","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029487","url":null,"abstract":"The coronavirus (COVID-19) pandemic has had a huge impact all over the world. Healthcare industry is one that has been greatly affected by Global supply chain disruption, including shortages of critical medical equipment and drugs, insufficiency of diagnostic, and inadequacy of medical personnel. The aforementioned problems directly affect human health in the dimension of “patient safety” which may cause life-threatening situations. Therefore, it is important to learn how to strengthen the healthcare supply chain (HSC) and increase safety, particularly for patients. There are various researchers who studied HSC performance in developed countries but the research in developing countries especially southeast Asia countries e.g., Cambodia is scarce. Therefore, this research aims to identify and synthesize HSC performance for patient safety and provide a novel model of HSC performance in developing countries' healthcare settings. The Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) was conducted using a patient safety definition from WHO, International Patient Safety Goals from Joint Commission International (JCI), and the Hospital Accreditation institute (HA) from Thailand. The HSC performances are categorized under the easily recognizable heading SIMPLE (stands for patient safety goals in 6 domains as follows: Safe surgery, Infection Prevention & Control, Medication safety, Patient care process, Laboratory & blood product safety, and Emergency preparedness and response). The novel model of HSC performance for patient safety is provided to demonstrate the factors that can enhance the performance of HSC management in developing countries. Moreover, this study contributes to the meta-analysis by analyzing existing research and proposing new future research opportunities in HSC performance for patient safety that leads to social sustainability.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128675870","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
Copyright and Reprint Permission 版权和转载许可
{"title":"Copyright and Reprint Permission","authors":"","doi":"10.1109/skima57145.2022.10029413","DOIUrl":"https://doi.org/10.1109/skima57145.2022.10029413","url":null,"abstract":"","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125188316","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
Meta-Learning in Supervised Machine Learning 监督机器学习中的元学习
A. A. Masud, Sabbir Hossain, Muhsina Rifa, Farhana Akter, Akib Zaman, D. Farid
{"title":"Meta-Learning in Supervised Machine Learning","authors":"A. A. Masud, Sabbir Hossain, Muhsina Rifa, Farhana Akter, Akib Zaman, D. Farid","doi":"10.1109/SKIMA57145.2022.10029537","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029537","url":null,"abstract":"In the present digital era, a popular use of Machine learning is knowledge mining from big data. Machine learning is the sub-branch of Artificial Intelligence (AI) that extracts rules automatically from Big Data for decision-making to build expert systems. Meta-Learning is a sub-branch of machine learning, which uses machine learning classifiers that learns to map and combine predictions and information of data of other ML-models in the field of ensemble-learning. Meta-learning helps us to select the best/right learning algorithms to solve a particular problem. It maps from the meta-data of other machine learning algorithms by evaluating it on different datasets. In this paper, we have presented very recent state-of-the-art research works on meta-learning. We have categorized meta-learning on supervised learning data sets into three categories: (1) Task Independent Recommendation, (2) Configuration Space Design, and (3) Configuration Transfer, and reviewed the recent works on each category.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127378892","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
Data-Driven Approach to Raise the Marketing and Trade Strategy based on Halal Food Product Transactions of China Market 基于中国市场清真食品交易的数据驱动营销与交易策略研究
Chaowapark Srikasem, P. Sureepong, Ahmad Yahya Dawod, N. Chakpitak
{"title":"Data-Driven Approach to Raise the Marketing and Trade Strategy based on Halal Food Product Transactions of China Market","authors":"Chaowapark Srikasem, P. Sureepong, Ahmad Yahya Dawod, N. Chakpitak","doi":"10.1109/SKIMA57145.2022.10029536","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029536","url":null,"abstract":"The adaptation of halal food to Chinese food culture was investigated in a meta-analysis of this China e-commerce study. Indoctrination is a sociocultural transformation in the Coronavirus pandemic in which a community of people or an in-dividual integrates into a different culture or country by adopting the host culture's linguistic skills, social features, nutritional pat-terns, and the current growth of e-commerce consumption. We ap-ply a data-driven marketing approach and modify the STP model in marketing to analyze the product differentiation parameters ac-cording to the research. Consuming halal food prepared following Islamic standards is a religious dietary obligation imposed on all Muslims, regardless of where they reside or travel. In Arabic, the term “halal food” refers to food that is legal and allowed to ingest. Among many other dietary requirements, Islamic tenets ban the consumption of porcine food items, dead animal meat, animal blood, and any quantity of alcohol. Islam and halal eating prac-tices were introduced to China in the early seventh century by Cen-tral Asians and Muslim missionaries traveling through the peri-lous ancient desert. Throughout its history, China has been a non-Muslim country, but halal food practice has been successfully assimilated and even flourished as a key component of contemporary Chinese cuisine culture. This paper addresses the two most significant variables that have contributed to the successful cultural as-similation of halal food into the new Chinese food culture in the digital era through key Chinese e-commerce sites.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126064045","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: 1
Multidimensional Disturbance Propagation Model for a Network of Bus Lines 公交线路网络的多维扰动传播模型
Benbouzid Mohamed, S. Elkosantini, S. Darmoul
{"title":"Multidimensional Disturbance Propagation Model for a Network of Bus Lines","authors":"Benbouzid Mohamed, S. Elkosantini, S. Darmoul","doi":"10.1109/SKIMA57145.2022.10029649","DOIUrl":"https://doi.org/10.1109/SKIMA57145.2022.10029649","url":null,"abstract":"The exploitation and management of a public transportation system (PTS) is usually considered as a complex task, which is even more challenging when various types of disturbances are considered. Although many approaches were suggested to control disturbances, only a few of them addressed the modeling and analysis of their propagation, and the evaluation of their potential impacts on the PTS entities, performance, and behavior. Without such analysis, decision making would be misled and its effectiveness/efficiency hindered. Thus, this paper presents an integrated and multidimensional framework firstly for disturbance propagation. The framework includes a disturbance evaluation model that takes into account bus related data and resilience index and a multistep bus features and residual error prediction models.","PeriodicalId":277436,"journal":{"name":"2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114300849","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
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信