Business & Information Systems Engineering最新文献_第4页

Spatio-temporal Data Sources Integration with Ontology for Road Accidents Analysis 基于本体的时空数据源集成道路交通事故分析

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_23

A. Volkov, N. Teslya, Georgy Moskvitin, N. Brovin, Evgeny Bochkarev

引用次数: 1

Generating a Condensed Representation for Positive and Negative Association Rules A Condensed Representation for Association Rules 生成正关联规则和负关联规则的精简表示

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.40

Parfait Bemarisika, André Totohasina

引用次数: 1

A Probabilistic Logic Model of Lightning Network 闪电网络的概率逻辑模型

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_28

Damiano Azzolini, Fabrizio Riguzzi, Elena Bellodi, E. Lamma

引用次数: 1

Predicting E-commerce Item Sales With Web Environment Temporal Background 基于Web环境时间背景的电子商务商品销售预测

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.37

Yihong Zhang, Takahiro Hara

{"title":"Predicting E-commerce Item Sales With Web Environment Temporal Background","authors":"Yihong Zhang, Takahiro Hara","doi":"10.52825/bis.v1i.37","DOIUrl":"https://doi.org/10.52825/bis.v1i.37","url":null,"abstract":"In this paper, we study the effect of Web environment temporal background in pre-dicting e-commerce item sales, especially those in temporary sales. Temporary sales nowadaysare a popular strategy for quickly clearing inventories. For traditional recommender systems,predicting the sales of an item is done based on its past purchase records. For temporarysales items, however, such records are not available. In order to make recommendation forsuch items, contextual information, such as product descriptions, is usually used. We investi-gate whether temporal background in the Web environment can be additional useful contextualinformation in recommender systems. It is assumed that items consistent with the temporalbackground would have higher demands. We propose a method for representing the temporalbackground using word embeddings of e-commerce activities and social media data, and eval-uate their effect on sales prediction. Through empirical analysis with real-world data, we foundthat temporal background does have positive effects for sales prediction. The findings in thispaper can be conveniently incorporated into future recommender system designs.","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":"12 1","pages":"233-243"},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84772608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Multi-agent System for Weather Forecasting in India 印度多智能体天气预报系统

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_10

A. Sreedevi, S. Palaniappan, P. Shankar, V. Sugumaran

引用次数: 1

A High-Resolution Urban Land Surface Dataset for the Hong Kong-Shenzhen Area 香港-深圳地区高分辨率城市地表数据集

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_19

Zhiqiang Li, Bingcheng Wan

引用次数: 0

Analysis of the Structure of Germany's Energy Sector with Self-organizing Kohonen Maps 用自组织Kohonen地图分析德国能源部门结构

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_1

I. Potapenko, V. Kukartsev, Vadim Tynchenko, A. Mikhalev, E. Ershova

引用次数: 5

Social Media Crisis Communication Model for Building Public Resilience: A Preliminary Study 构建公众弹性的社会媒体危机传播模式初探

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.52825/bis.v1i.55

U. Bukar, Marzanah A. Jabar, F. Sidi, R. Nor, Salfarina Abdullah

{"title":"Social Media Crisis Communication Model for Building Public Resilience: A Preliminary Study","authors":"U. Bukar, Marzanah A. Jabar, F. Sidi, R. Nor, Salfarina Abdullah","doi":"10.52825/bis.v1i.55","DOIUrl":"https://doi.org/10.52825/bis.v1i.55","url":null,"abstract":"There is an ongoing discussion about the effectiveness of social media usage on the ability of people to recover from the crisis. However, the existing social media crisis communication models could not address the dynamic feature of social media users and the crisis, respectively. Therefore, the objective of this study is to conduct a preliminary investigation of the social media crisis communication model for building public resilience. Thus, 34 items were generated from the literature concerning the crisis, crisis response, social interaction, and resilience. The items were validated by three experts via content validity index and modified kappa statistics. After passing the validation test, the instruments were pre-tested by 32 participants. The reliability of the items was analyzed using Cronbach’s alpha. Also, the model fits and mediation were examined by the regression model, and the hypotheses were independently assessed in process macro models. Based on the result obtained, each of the constructs satisfied the internal consistency requirement; crisis (0.743), crisis response (0.724), social media interaction (0.716), and resilience (0.827). Furthermore, the result also indicates that the regression model is a good fit for the data. The independent variables statistically significantly predict the dependent variable, p < 0.05. Also, the result of the process macro models indicates that all the hypotheses are independently supported.","PeriodicalId":56020,"journal":{"name":"Business & Information Systems Engineering","volume":"42 1","pages":"245-256"},"PeriodicalIF":7.9,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87428286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Social CRM as a Business Strategy: Developing the Dynamic Capabilities of Micro and Small Businesses 社会化CRM作为一种商业战略:发展微型和小型企业的动态能力

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_16

Isabelle da Silva Guimarães, G. Sousa, A. J. Junior, F. Lobato

引用次数: 0

Modeling the Resilience of the Cryptocurrency Market to COVID-19 加密货币市场对COVID-19的弹性建模

IF 7.9 3区管理学

Business & Information Systems Engineering Pub Date : 2021-01-01 DOI: 10.1007/978-3-031-04216-4_30

Viviane Y. Naimy, Omar Haddad, R. Khoury

引用次数: 1