2022 8th International Conference on Information Management (ICIM)最新文献

Collaboration Networks and Innovation Performance of SMEs: The Moderating Role of Intellectual Property Protection 协作网络与中小企业创新绩效:知识产权保护的调节作用

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00010

C. Lu, Ye Qi

{"title":"Collaboration Networks and Innovation Performance of SMEs: The Moderating Role of Intellectual Property Protection","authors":"C. Lu, Ye Qi","doi":"10.1109/ICIM56520.2022.00010","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00010","url":null,"abstract":"Innovation performance of small and medium-sized enterprises (SMEs) is very important for China's economic development. However, in China, compared with large firms, SMEs' innovation capability and innovation performance are generally low. Constructing collaboration networks is an effective way for SMEs to improve their innovation performance. This study classified collaboration networks into formal collaboration networks and informal collaboration networks, and tried to examine their effects on innovation performance of SMEs. Besides, this study also investigated how these relationships can be moderated by intellectual property protection. We tested these hypotheses using hierarchical regression analysis on a sample of 174 manufacturing SMEs operating in China. The findings from the analysis showed that both formal and informal collaboration networks positively affect innovation performance of SMEs, and informal collaboration networks offer greater benefits than formal collaboration networks. Furthermore, the moderating effects of intellectual property protection on the relationships between formal and informal collaboration networks and SMEs' innovation performance are supported.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124862320","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

Service Level Optimization Using ABC Distribution, Forecasts and the Packaging and Stowage Model through Lean Warehousing at a SME Marketing Company 基于ABC配送、预测和包装积载模型的服务水平优化——以某中小型营销公司为例

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00038

Arnold Villacrez-Zelada, Jorge Liñer-Hernandez, Gino Viacava-Campos

{"title":"Service Level Optimization Using ABC Distribution, Forecasts and the Packaging and Stowage Model through Lean Warehousing at a SME Marketing Company","authors":"Arnold Villacrez-Zelada, Jorge Liñer-Hernandez, Gino Viacava-Campos","doi":"10.1109/ICIM56520.2022.00038","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00038","url":null,"abstract":"The commercial performance of a company is measured according to the service level of meeting its customer demand. In the case of Small and Medium-sized Enterprises (SMEs) focusing on distribution and marketing, this is directly associated with proper inventory and warehouse management, since their main processes and activities are developed in this area. This case study focuses on the application of the Lean Warehousing methodology through Demand Forecasting, Inventory Policies, and the improvement of the Picking and Packaging processes to increase service levels, based on the Perfect Order indicators at a SME retailer. The assessment analysis denoted that the current service level of the company was at 87.31%. This happens because some orders of the XYZ brand are not fulfilled correctly, which has generated costs for penalties and rejections at 11.04% of the annual turnover of the main products from this brand in 2019. It is expected that, with this methodology, the company's service level will reach at least 95%, which is the minimum to be in suitable conditions to satisfy customer requirements.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114163658","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

Modification of Business Model Based on Financial Model Analyses 基于财务模型分析的商业模式修正

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00052

S. Smirnov, N. Loskutova, M. Evnevich

{"title":"Modification of Business Model Based on Financial Model Analyses","authors":"S. Smirnov, N. Loskutova, M. Evnevich","doi":"10.1109/ICIM56520.2022.00052","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00052","url":null,"abstract":"The aim of this article is twofold: to consider the interrelation between the two constructs of both business and financial models, and to propose a framework approach for transforming business model components based on the financial model investigation. We consider the financial model as a projection of the business model into formal financial language. The paper has a conceptual research character. Based on well-established terms we introduce the method of business model changing. We employ both methods of relationship matrix and morphological matrix to rank the business model components for changing based on sensitivity analysis of the business model, and propose a formal logic of generating ideas for these changes. The proposed method should complement other methods of business model change, especially ones that are focused on the analysis of the firm's external environment. The paper contributes to the methods of business model changing. The study has limitations. In particular, the paper shows only the opportunities of using the sensitivity analysis to rank business model changes, while other methods of financial analysis could give crucial information about business model behavior under different conditions: risks, explanation, robustness, etc. Further research should expand and formalize the analysis of financial models with aim of business model reconfiguration.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128604931","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

Research on Experimental Resource Sharing System for New Engineering Talents Training-Taking Industrial Engineering Laboratory of Wuhan University of Technology as an Example 新型工程人才培养实验资源共享系统研究——以武汉理工大学工业工程实验室为例

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00015

Jun Xiao, Li Zhang, Xue Luo

{"title":"Research on Experimental Resource Sharing System for New Engineering Talents Training-Taking Industrial Engineering Laboratory of Wuhan University of Technology as an Example","authors":"Jun Xiao, Li Zhang, Xue Luo","doi":"10.1109/ICIM56520.2022.00015","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00015","url":null,"abstract":"Based on the machinery industry characteristic background of school of mechanical and electrical engineering in Wuhan University of technology, combined with the use of industrial engineering experiment resources in Wuhan University of technology and related brother colleges, this paper analyzes the current situation and problems of experiment resource sharing, and studies the utilization efficiency of industrial engineering experiment resources at home and abroad. Using expert analysis, data mining, intelligent optimization operation and other methods, the reasons for this phenomenon were analyzed. Discusses on how to use programming language to develop and build a web-based industrial engineering experiment resource sharing management system. The following whole process management from the open experimental design, process control, experimental effect, experimental resource life and other processes of industrial engineering was carried out, in order to optimize the allocation of industrial engineering experiment resources sharing, and make full use of different experimental resources. Improved utilization rate of industrial engineering experimental resources would thus be obtained, so as to further adapt to the requirements of cultivating high-quality compound new engineering talents with strong engineering practice ability, strong innovation ability and international competitiveness.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116444370","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

Dimensionality Reduction and Supervised Learning for Intrusion Detection 入侵检测的降维与监督学习

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00023

I. Obeidat, Wafa' Eleisah, Kinda Magableh

{"title":"Dimensionality Reduction and Supervised Learning for Intrusion Detection","authors":"I. Obeidat, Wafa' Eleisah, Kinda Magableh","doi":"10.1109/ICIM56520.2022.00023","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00023","url":null,"abstract":"This paper proposes the application of supervised machine learning approaches for Intrusion detection. Moreover, it examines the effect of applying dimensionality reduction on classification performance. For validation, we use a subset of the NSL-KDD dataset, a widely applied dataset in this domain. Our results indicate that seven classification algorithms perform well on the dataset and based on the accuracy and false positive rate measure. The best reported accuracy results are using Random Forest algorithm with 80.5% accuracy. To enhance the classification performance, we use two dimensionality reduction algorithms: Principal Component analysis (PCA) feature reduction algorithm and BestFirst feature selection algorithm. PCA is effective in enhancing the performance of four algorithms with ranges of improvements from (1.0% – 4.1 %). Moreover, BestFirst algorithm is effective in enhancing the performance of five algorithms with improvements ranging from (0.1 % – 2.0%). In addition, there is saving in the training time after feature selection with slightly better results compared to the original full feature set.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129949075","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 Bibliometric Analysis of the Digital Divide among the Elderly 老年人数字鸿沟的文献计量学分析

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00007

Tang-Rong Wang, M. Zhang, Ting Xiong

引用次数: 0

Designing a Lean-based Production Management Model to Reduce Non-fulfilled Orders at a Metalworking Company 设计基于精益生产管理的金属加工企业减少未完成订单模型

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00031

Gino Apaza-Casabona, Stive Bacilio-Peve, C. León-Chavarri, E. Ramos-Palomino

引用次数: 0

Production Management Model to Reduce Cycle Times Using Lean Manufacturing in a Company in the Metalworking Sector 生产管理模式，以减少周期时间在一个公司在金属加工部门使用精益制造

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00040

Erick Hanson Bolaños Valencia, Yeimy Salvatierra García, Grimaldo Quispe Santivañez, Elva Castañeda

引用次数: 0

Improving Consumers Continuous Usage of Chatbots: The Perspective of Multiple Reference Effects 提高消费者对聊天机器人的持续使用:多重参考效应的视角

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00026

Qiao Qiao, Weili Wu, Yang Li

引用次数: 0

Sales & Operations Planning and EOQ Model to Increase Dispatch Effectiveness: Explosives Company 提高调度效率的销售运营计划和EOQ模型:炸药公司

2022 8th International Conference on Information Management (ICIM) Pub Date : 2022-03-01 DOI: 10.1109/ICIM56520.2022.00043

Elida Guerra-Lupaca, Johan Rodriguez-Arevalo, Gino Viacava-Campos

{"title":"Sales & Operations Planning and EOQ Model to Increase Dispatch Effectiveness: Explosives Company","authors":"Elida Guerra-Lupaca, Johan Rodriguez-Arevalo, Gino Viacava-Campos","doi":"10.1109/ICIM56520.2022.00043","DOIUrl":"https://doi.org/10.1109/ICIM56520.2022.00043","url":null,"abstract":"The strong influence of the mining in the national GDP and that explosives companies are part of the extraction industry and mineral processing supply chain, drive the analysis of the finished product dispatch process of an explosives company to ensure its profitability and to supply the mining industry. According to its performance during 2019, low effectiveness of the dispatch process is defined as the main problem, at 66.03% whereas the target value is 90.25%. Deficient dispatch planning, stockouts and the non-existent control of transportation providers were identified as root causes. Based on the literature reviewed, a Plan-Do-Check-Act model is proposed to increase the effectiveness of the dispatch process by applying the Sales & Operations Planning (S&OP) methodology in main collaboration with Sales & Operations Execution (S&OE) and the Economic Order Quantity (EOQ) model, thus improving dispatch plan compliance rates by 5%, the service level of transportation companies by 39% and stockouts by −20%, to ensure the effectiveness of the proposed model. Unlike other studies, this one is focused on the use of resources and not on dispatch execution. The implementation of this model generated an increase in process effectiveness of 86%.","PeriodicalId":391964,"journal":{"name":"2022 8th International Conference on Information Management (ICIM)","volume":"117 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122339044","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