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Knowledge Management in Multimedia Communication Using Software Agents 基于软件代理的多媒体通信知识管理
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1480
L. Kieltyka
This paper presents the problem of knowledge management related to software agents and agent systems (i.e. systems composed of communicating and cooperating software agents). The author presents basic theoretical issues, but the main focus is on the areas of application of software agents in multimedia communication - both existing and prospective applications. Particular attention has been paid to the applications of software agents for: supporting customer service processes through the Contact Centre system; supporting the distance learning system; creating virtual assistants in the form of conversation bots; searching for information in the Semantic Web, and assisting in setting up a video conference call. Software agents are often referred to as 'intelligent' - due to their intelligent behaviour. At their core, they involve: perception, reasoning, learning, communication and operation in complex environments, using all multimedia techniques and procedures. Software agents and agent systems, as presented in this article, represent a new approach to the analysis, design and implementation of complex (usually decentralised and distributed) computer systems, offering a whole range of concepts, techniques and tools to significantly improve the software development process. The ability of software agents to make autonomous decisions have been a subject of considerations. Among other things, they are based on the example of cognitive sciences, which deal with modelling real processes of  information processing in humans and building programmes that imitate these processes. Research on the common understanding of shared knowledge and knowledge management in agent-based systems focuses on ontologies, understood as a description of the relationship between the way knowledge is represented and the concept represented by that knowledge. In contrast, research on knowledge sharing has focused on communication languages and their associated - interaction protocol and message transport protocol. 
本文提出了与软件代理和代理系统(即由通信和协作的软件代理组成的系统)相关的知识管理问题。作者提出了基本的理论问题,但主要关注的是软件代理在多媒体通信中的应用领域-包括现有的和未来的应用。本处特别关注软件代理的应用:透过联络中心系统支援客户服务流程;支持远程教育系统;以聊天机器人的形式创建虚拟助手;在语义网中搜索信息,并协助建立视频电话会议。由于其智能行为,软件代理通常被称为“智能”。它们的核心包括:感知、推理、学习、交流和在复杂环境中的操作,使用所有多媒体技术和程序。本文所介绍的软件代理和代理系统代表了分析、设计和实现复杂(通常是分散和分布式)计算机系统的一种新方法,提供了一系列的概念、技术和工具来显著改进软件开发过程。软件代理做出自主决策的能力一直是一个需要考虑的问题。除此之外,它们是基于认知科学的例子,它处理的是对人类信息处理的真实过程进行建模,并构建模仿这些过程的程序。对基于代理的系统中共享知识和知识管理的共同理解的研究集中在本体上,本体被理解为对知识表示方式和该知识所表示的概念之间关系的描述。相比之下,知识共享的研究主要集中在通信语言及其相关的交互协议和消息传输协议。
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引用次数: 0
Distinguishing the Dimensions of Learning Spaces: A Systematic Literature Review 区分学习空间的维度:系统的文献综述
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1666
Rosaria Lagrutta, D. Carlucci, F. Santarsiero, G. Schiuma, A. Lerro
Nowadays, public and private organisations appear increasingly committed to fostering the skills necessary to deal with the challenges of the current scenario. From this perspective, public and private organisations are developing new spaces for learning. The notion of learning space draws its origin and main application in educational institutions. However, it constitutes a distinctive concept for all the organisational contexts in which the creation and management of knowledge and learning dynamics are enabling factors that support innovation and growth dynamics. Although several studies have already discussed the features characterising a learning space or a learning environment, the literature is fragmented and does not provide a comprehensive, fresh view of the learning space, its components, or its impact on learning processes and knowledge dynamics. This is particularly true in management literature. The research results synthesise data and knowledge gathered from the systematic literature review, providing researchers and practitioners with an integrative picture of the definitions of "learning space" and "learning environment" in the management literature and producing a descriptive framework that highlights the relevant dimensions that influence learning processes and knowledge dynamics.
如今,公共和私人组织似乎越来越致力于培养应对当前形势挑战所需的技能。从这个角度来看,公共和私人组织正在开发新的学习空间。学习空间概念的起源及其在教育机构中的主要应用。然而,它构成了一个独特的概念,在所有的组织环境中,知识和学习动态的创造和管理是支持创新和增长动态的有利因素。虽然有几项研究已经讨论了学习空间或学习环境的特征,但文献是碎片化的,并没有提供一个全面的、新鲜的学习空间、其组成部分或其对学习过程和知识动态的影响的观点。在管理学文献中尤其如此。研究结果综合了从系统文献综述中收集的数据和知识,为研究人员和实践者提供了管理学文献中“学习空间”和“学习环境”定义的综合图景,并产生了一个描述性框架,突出了影响学习过程和知识动态的相关维度。
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引用次数: 0
Knowledge and Skills Development for Implementing the Industry 5.0 Concept 实施工业5.0概念的知识和技能开发
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.2.1329
Sebastian Saniuk, S. Grabowska
The dehumanisation of the industry due to focusing only on the implementation of Industry 4.0 technologies has resulted in numerous concerns among workers, governments and societies regarding new working conditions and the role of humans in industry and the economy. Hence, the European Commission proposed the new concept of Industry 5.0. Industry 5.0 complements and extends the characteristic features of Industry 4.0. It highlights aspects that will be decisive factors in industry placement in future European society. Numerous scientific studies indicate the need to take into account, in the assumptions of the future industry's development, the crucial role of human beings. The humanisation of the technological Industry 4.0 environment was one of the first factors in the evolution of Industry 4.0 towards the Industry 5.0 concept. The new approach in the fourth industrial revolution focuses on the interaction between humans and intelligent machines. The fifth industrial revolution will continue the push for more advanced human-machine interfaces using artificial intelligence (AI) algorithms. It will mean better integration, enabling faster, better automation combined with the power of human brains, but it will also mean changing the demands placed on managers and engineers. Hence, the article aims to identify the critical knowledge and skills of engineers responsible for implementing the Industry 5.0 concept. The presented achievements and results in the article are from surveys conducted among experts representing companies with experience in implementing Industry 4.0 technologies and with a high level of knowledge and engineering and managerial competencies. The research results presented in the paper are dedicated to researchers and practitioners implementing the Industry 5.0 concept in smart organisations (smart factories).
由于只关注工业4.0技术的实施,该行业的非人性化导致工人,政府和社会对新的工作条件以及人类在工业和经济中的作用产生了许多担忧。因此,欧盟委员会提出了工业5.0的新概念。工业5.0补充和扩展了工业4.0的特征。它突出的方面,将是决定性的因素,在未来的欧洲社会产业安置。大量的科学研究表明,在对未来工业发展的假设中,需要考虑到人类的关键作用。技术工业4.0环境的人性化是工业4.0向工业5.0概念演变的首要因素之一。第四次工业革命的新方法侧重于人与智能机器之间的交互。第五次工业革命将继续推动使用人工智能(AI)算法的更先进的人机界面。这将意味着更好的整合,使更快、更好的自动化与人类大脑的力量相结合,但这也意味着改变对管理人员和工程师的要求。因此,本文旨在确定负责实现工业5.0概念的工程师的关键知识和技能。本文中介绍的成就和结果来自于对具有实施工业4.0技术经验、具有高水平知识、工程和管理能力的公司的专家进行的调查。本文中提出的研究成果致力于在智能组织(智能工厂)中实施工业5.0概念的研究人员和实践者。
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引用次数: 0
Business Environment Institutions as a Catalyst for Knowledge and Technology Transfer 商业环境机构作为知识和技术转移的催化剂
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1555
Patrycja Krawczyk, Patrycja Kokot-Stępień
Knowledge and innovation are key resources of the modern economy. Innovation, transfer, and use of knowledge determine the pace and level of economic development. The ability to transform knowledge into new technologies, products, services, marketing methods, and organizational solutions is both the basis of entrepreneurship and building a competitive advantage that increases the enterprise’s chances of maintaining its market position. However, the market commercialization of new knowledge in the form of cutting-edge technological solutions or new products is a complex process with a high risk of failure, thus requiring appropriate and different competencies. Moreover, there are numerous barriers at the point of contact between the worlds of science and business that significantly impede joint work on innovative projects. Therefore, specialized entities have emerged to transfer knowledge and technology from science to the economy. These entities organize the knowledge flow from entities that have to those that seek knowledge. A professional institutional base in this regard is developed by innovation and entrepreneurship centers that partner with both private and public sectors. These centers act as a catalyst for the flow of knowledge and are responsible for building a platform for dialogue and cooperation between science and business, thereby providing conditions for improving the efficiency of knowledge and technology transfer. Their activities are aimed at meeting the needs of entrepreneurs primarily related to the development of innovation, promotion of experimental activities, technology transfer and commercialization of knowledge, and improvement of competitiveness based on new technological solutions. The aim of the present paper is to indicate the importance of business environment institutions to the transfer of knowledge and technology between science and business.
知识和创新是现代经济的核心资源。知识的创新、转移和利用决定了经济发展的速度和水平。将知识转化为新技术、产品、服务、营销方法和组织解决方案的能力既是企业家精神的基础,也是建立竞争优势的基础,竞争优势可以增加企业保持其市场地位的机会。然而,以尖端技术解决方案或新产品形式出现的新知识的市场商业化是一个复杂的过程,具有很高的失败风险,因此需要适当的和不同的能力。此外,在科学界和商界之间的接触点上有许多障碍,严重阻碍了创新项目的联合工作。因此,出现了专门的实体,将知识和技术从科学转移到经济。这些实体将知识从拥有知识的实体组织到寻求知识的实体。创新和创业中心与私营和公共部门合作,建立了这方面的专业机构基础。这些中心作为知识流动的催化剂,负责建立科学与商业之间的对话与合作平台,从而为提高知识和技术转移的效率提供条件。它们的活动旨在满足企业家的需要,主要涉及发展创新、促进实验活动、技术转让和知识商业化以及根据新的技术解决办法提高竞争力。本文的目的是指出商业环境制度对科学与商业之间知识和技术转移的重要性。
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引用次数: 1
How Can the Irish Construction Industry Become Less Fragmented and More Productive? 爱尔兰建筑业如何减少碎片化,提高生产力?
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.2.1387
Philip Toland, David Collery
Globally the Construction Industry is in a fragmented state and the Irish Construction Industry (ICI) is no exception. The ICI has a history of delivering National infrastructure projects over time and over budget. Irish Government publications have identified that low productivity within the ICI is a prevalent issue. Lean construction (LC) is proposed in this research as an antidote to assist the ICI in becoming less fragmented and more productive. Research indicates that successful incorporation of lean methodologies can cut completion times by 30% and costs by 15%. Further research demonstrates that Construction Industries (CI) are lacking the education required to implement lean methodologies. There is a lack of awareness within the ICI regarding the principles and benefits of lean. Lean Construction Ireland (LCI) membership numbers are increasing at a glacial pace. Traditional project management techniques that are autocratic in nature and focus on critical path items and milestones are extensively used in the ICI. These techniques prioritize measuring metrics such as commercial performance which means measuring other performance related metrics such as workflows slip down the order of seniority. This approach conflicts with the principles of lean and limits the opportunity for continual improvement. There is therefore a requirement for government, management, leaders and all project stakeholders to change their way of thinking regarding their project management techniques and embrace change. Aligning these stakeholders will strengthen the entire Irish Construction Supply Chain and only then will the benefits of lean be fully realized. Building Information Modelling (BIM), whilst not technically a lean tool shares multiple characteristics of lean and is further vehicle that can assist in this transition. The results suggest that with enhanced education in lean, alignment of project stakeholders, an overhaul of traditional project management techniques and heavier incorporation of BIM that a shift towards lean and higher productivity is possible for the ICI.
全球建筑业处于分散状态,爱尔兰建筑业(ICI)也不例外。ICI有超期、超预算交付国家基础设施项目的历史。爱尔兰政府出版物已经确定,在ICI内的低生产率是一个普遍的问题。精益建设(LC)在本研究中被提出作为一种解毒剂,以帮助ICI变得更少碎片化和更富有成效。研究表明,精益方法的成功结合可以减少30%的完成时间和15%的成本。进一步的研究表明,建筑业(CI)缺乏实施精益方法所需的教育。ICI内部缺乏对精益原则和好处的认识。爱尔兰精益建筑(LCI)的会员数量正在以冰川般的速度增长。传统的项目管理技术本质上是专制的,专注于关键路径项目和里程碑,在ICI中被广泛使用。这些技术优先考虑度量指标,如商业绩效,这意味着度量其他与绩效相关的指标,如工作流程,按资历顺序排列。这种方法与精益原则相冲突,并且限制了持续改进的机会。因此,政府、管理层、领导者和所有项目利益相关者都需要改变他们对项目管理技术的思维方式,并接受变革。协调这些利益相关者将加强整个爱尔兰建筑供应链,只有这样,精益的好处才能充分实现。建筑信息模型(BIM)虽然在技术上不是一个精益工具,但它具有精益的多个特征,是可以帮助这种过渡的进一步工具。结果表明,通过加强精益教育,与项目利益相关者保持一致,对传统项目管理技术进行彻底改革,并更多地结合BIM, ICI可能会转向精益和更高的生产率。
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引用次数: 0
Reimagining Power and Micro-politics in Project Organisations 重新构想项目组织中的权力和微观政治
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1618
J. Olaisen, Helene Jevnaker
The empirically investigated problem of our paper is what impact do micropolitics and power have on project management in an organization? Informal power and micropolitics played a massive role in the projects, and personal and relational knowledge appeared in all projects to achieve the expected results. The project manager uses personal networks, personal relations, and mentor's network with cognitive, affective, and emotional influence as power and politics if needed to achieve expected results. Power and micropolitics were necessary skills and tools for a successful project manager. The findings relate to the manager's intentions. The informal power and micro-politics process are reused in every project because informal power and micropolitics are a part of project work. Power accumulation and wise handling are essential leadership tools for every manager. Employees work for managers who have power over those who do not. The former can get them what they want: visibility, upwards mobility, and resources. Micropolitics and power represent a unique competence (i.e., knowledge, experiences, and attitudes) and tool for handling any project. Power is significantly underrated as a tool to control and govern projects. Micropolitics is a part of that tool to get the decisions the project leader wants, maybe with future promises. A democratic and consensus-oriented decision process opens for power games and micropolitics rather than hedging them in more hierarchical organizations. A complex matrix organization involving employees in many projects is also open to micropolitics and power. Micropolitics and power might prolong and complicate decision-making processes in ordinary projects and improve processes in fast-track projects. Micropolitics and power both increase and reduce the effectiveness and efficiency of an organization. The higher complexity, the higher returns on using power and micro-politics to get the expected project results.  
本文实证研究的问题是微观政治和权力对组织中的项目管理有什么影响?非正式权力和微观政治在项目中发挥了巨大的作用,个人和关系知识出现在所有项目中,以达到预期的效果。如果需要的话,项目经理利用个人网络、个人关系和导师网络以及认知、情感和情感影响作为权力和政治手段来实现预期结果。权力和微观政治是一个成功的项目经理必备的技能和工具。调查结果与经理的意图有关。非正式权力和微观政治过程在每个项目中都被重复使用,因为非正式权力和微观政治是项目工作的一部分。权力积累和明智的处理是每个管理者必不可少的领导工具。员工为拥有权力的管理者工作。前者可以让他们得到他们想要的:知名度、向上的流动性和资源。微观政治和权力代表了处理任何项目的独特能力(即知识、经验和态度)和工具。作为控制和管理项目的工具,权力被严重低估了。微观政治是获得项目负责人想要的决策的工具的一部分,也许还有未来的承诺。民主和以共识为导向的决策过程为权力游戏和微观政治打开了大门,而不是在等级森严的组织中对它们加以防范。一个复杂的矩阵式组织,在许多项目中都有员工参与,也容易受到微观政治和权力的影响。微观政治和权力可能会延长和复杂化普通项目的决策过程,并改善快速通道项目的过程。微观政治和权力既增加又降低了组织的有效性和效率。复杂性越高,利用权力和微观政治获得预期项目结果的回报就越高。
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引用次数: 0
KM Challenges in Small KIBS Companies: Multi-case Analysis in Two Countries 小型知识密集型企业的知识管理挑战:两国多案例分析
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1426
E. Bolisani, T. C. Kassaneh, Anna Lis, E. Scarso, Ewa Stolarek-Muszyńska, M. Zięba
Knowledge Intensive Business Services (KIBS) – i.e. companies like e.g. computer services, consulting, engineering, business communication, and R&D support - are key players in the modern economies. They stimulate the innovativeness of businesses and societies. Their competitiveness is based on knowledge, which is their key production factor and also the kind of “goods” they sell. The large majority of KIBS companies have a small or medium size, which leads to major challenges because they manage their cognitive assets in a substantially informal and undeliberate way. They face several obstacles to managing knowledge, partly due to their limited resources, but also to the knowledge-intensive and intangible nature of their business processes and outputs. Such challenges, when not successfully identified and faced, may negatively impact competitiveness. The paper illustrates the findings of a qualitative investigation aimed at exploring the main KM challenges that KIBS SMEs face. These challenges were analysed with specific reference to the key KM processes, i.e.: knowledge acquisition, knowledge documentation and storage, knowledge sharing, knowledge application, and knowledge protection. The research is a multiple-case study based on interviews to key informants of 23 Italian and Polish KIBS SMEs of different sectors. The analysis made it possible to find recurring issues and highlight differences. The study provides food for thought for researchers and practitioners willing to clarify what KM processes need proper solutions for the effective management of knowledge in small KIBS.
知识密集型商业服务(KIBS)——即计算机服务、咨询、工程、商业通信和研发支持等公司——是现代经济中的关键角色。它们激发了企业和社会的创新。他们的竞争力基于知识,这是他们的关键生产要素,也是他们销售的“商品”。大多数KIBS公司的规模都是中小型的,这导致了主要的挑战,因为他们以一种非常非正式和不深思熟虑的方式管理他们的认知资产。它们在管理知识方面面临若干障碍,部分原因在于它们的资源有限,但也在于它们的业务流程和产出的知识密集和无形性质。这些挑战,如果不能成功地识别和面对,可能会对竞争力产生负面影响。本文阐述了一项旨在探索KIBS中小企业面临的主要知识管理挑战的定性调查的结果。对这些挑战进行了分析,具体参考了关键知识管理过程,即:知识获取、知识文档和存储、知识共享、知识应用和知识保护。本研究是一项多案例研究,基于对23家不同行业的意大利和波兰KIBS中小企业的关键线人的访谈。通过分析,可以发现反复出现的问题并突出差异。该研究为研究人员和实践者提供了思考的食物,他们愿意澄清在小型知识密集型企业中,知识管理过程需要什么样的适当解决方案来有效管理知识。
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引用次数: 1
Linking adult learning to knowledge management in a multigenerational workforce 将成人学习与多代劳动力中的知识管理联系起来
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.2.1311
Mary Viterouli, Dimitrios Belias, A. Koustelios, N. Tsigilis
The last years have born witness to immense shifts in the workplace environment; the way people work, their work expectations and work engagement have been modified by both internal and external factors. Distant or hybrid work is no longer a novelty. With increasing remote work becoming a norm, the need for knowledge management (KM) is more evident than ever before. In an era of digitalisation, information technology, social networking and artificial intelligence (AI) software, where the active workforce and knowledge capital of an organization is comprised by four different generations (Baby Boomers, Generation X, Millennials and Generation Z) the organizational memory and intellectual capacity have to be readdressed. Sustaining a long-term, competitive advantage entails, after all, knowledge management efficacy. How KM processes (knowledge creation, sharing/transfer, acquisition, storage/retrieval and application) are administered and organised is important. For the above reasons, the aim of this paper is to rejuvenate the concept of KM by integrating adult learning theories in the organizational learning culture, and addressing the four different age cohorts of employees.  Collection of information and assessment of strategies, tactics and practices is conducted via a systematic review of the literature. The main contribution of this paper involves the way in which adult learning principles can smooth transitions, enrich skills and capabilities, and encourage the development of a collaborative multigenerational knowledge pool that can facilitate overall management. Furthermore, practical and theoretical implications are discussed, limitations are communicated, and opportunities are located that can further enhance knowledge management in the future.
过去几年见证了职场环境的巨大变化;人们的工作方式,他们的工作期望和工作投入已经被内部和外部因素所改变。远程或混合工作不再是新鲜事物。随着越来越多的远程工作成为一种常态,对知识管理(KM)的需求比以往任何时候都更加明显。在数字化、信息技术、社交网络和人工智能(AI)软件的时代,一个组织的活跃劳动力和知识资本由四个不同的世代(婴儿潮一代、X一代、千禧一代和Z一代)组成,组织的记忆和智力能力必须重新调整。毕竟,保持长期的竞争优势需要知识管理的有效性。如何管理和组织知识管理过程(知识创造、共享/转移、获取、存储/检索和应用)是很重要的。基于上述原因,本文的目的是通过将成人学习理论整合到组织学习文化中,并针对四个不同年龄的员工群体,来重振知识管理的概念。通过对文献的系统回顾来收集信息和评估战略、战术和实践。本文的主要贡献涉及成人学习原则可以平滑过渡的方式,丰富技能和能力,并鼓励可以促进整体管理的协作多代知识库的发展。此外,本文还讨论了实践和理论意义,讨论了局限性,并指出了未来进一步加强知识管理的机会。
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引用次数: 0
Mediating Role of Knowledge Management in the Relationship between Organizational Memory Building and Human Resource Management 知识管理在组织记忆构建与人力资源管理关系中的中介作用
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.1.1752
Munawwar Najim, Iyad Edajani, Fayez Shaldan, Safinaz El Sheikh Khalil
This paper aims for verify the role of knowledge management as a mediator in the relationship between organizational memory building and human resource management to develop high education institutions into human resource management organizations. In this study, the researchers relied on empirical study to test the relationship between the variables. Therefore, a survey questionnaire was conducted. The study population consisted of faculty members in Palestinian universities, whose number is (7,367) members. The study sample consisted of (360) professors from Palestinian universities. The results show that the mediating variable (KM) affects the dependent variable (HRM) by (0.675); and it is statistically significant at a significance level less than (0.001). Including the independent variable (OM) in the same model, its effect on the dependent variable (HRM) vanished, and the value of the statistical significance became (0.051).
本文旨在验证知识管理在组织记忆建设与人力资源管理之间的中介作用,从而促进高校人力资源管理组织的发展。在本研究中,研究者依靠实证研究来检验变量之间的关系。因此,进行了问卷调查。研究人口包括巴勒斯坦大学的教员,其人数为(7,367)人。研究样本包括来自巴勒斯坦大学的360名教授。结果表明:中介变量(KM)对因变量(HRM)的影响为(0.675);在显著性水平小于(0.001)时具有统计学显著性。将自变量(OM)纳入同一模型,其对因变量(HRM)的影响消失,统计显著性值变为(0.051)。
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引用次数: 0
Knowledge management in HRM: so that the content of job offers could attract more candidates 人力资源管理中的知识管理:使招聘启事的内容能够吸引更多的应聘者
Pub Date : 2023-09-05 DOI: 10.34190/eckm.24.2.1521
M. Szafrański, Dorota Woźna, Magdalena Kucharska
The fundamental aim of the research was to deepen knowledge of the influence of developing the wording of job offers on the number of candidates responding to them. It stems from the overarching aim consisting in improving human resource management (HRM) by knowledge management (KM) related to the job market and job seekers' reactions to information concerning competence requirements published in job offers. The specific objective was to answer two questions: are there words in job offers that increase the number of job seekers, and whether this number is dependent on the length of the wording of the selected module of an offer. Particular attention was paid to positive words. It was checked whether their number in relation to the number of all words in an offer matters. In order to answer the research questions, text processing methods such as tokenization and lemmatization were first used, followed by the analysis by means of such statistical methods as the chi-square test (χ^2) and the Mann-Whitney U test. The obtained research results allowed to illustrate job seekers’ preferences. It was noted that the length of an offer is also important. However, it was not possible to confirm the assumption that positive words increase the attractiveness of an offer. Despite the limitations of a little diversified database (candidates were dominated by young people with little work experience), the research brought new value to competence and human resource management. The research resulted in extending the scope of knowledge on the use of the analysis of job offers in the area of effective communication with candidates for work in organizations.
这项研究的基本目的是加深对工作邀请的措辞对回应他们的候选人数量的影响的认识。它源于通过知识管理(KM)改善人力资源管理(HRM)的总体目标,知识管理与就业市场和求职者对工作机会中公布的有关能力要求的信息的反应有关。具体目标是回答两个问题:工作邀请中是否有增加求职者数量的词语,以及这个数字是否取决于工作邀请中所选模块的措辞长度。特别注意的是积极的词语。检查了它们的数量与要约中所有单词的数量的关系是否重要。为了回答研究问题,首先使用了标记化和词序化等文本处理方法,然后使用卡方检验(χ^2)和Mann-Whitney U检验等统计方法进行分析。获得的研究结果可以说明求职者的偏好。有人指出,报价的长度也很重要。然而,这一假设无法证实,积极的词语增加了报价的吸引力。尽管数据库多样化程度不高(候选人以工作经验不足的年轻人为主),但该研究为胜任力和人力资源管理带来了新的价值。这项研究的结果是扩大了在与组织工作候选人有效沟通领域使用工作机会分析的知识范围。
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引用次数: 0
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European Conference on Knowledge Management
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