A Hermeneutic Study of Pattern Mining as a Knowledge Creation Process: Exploring Multimedia Design Practices

Tanya Linden; Jacob Cybulski

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A Hermeneutic Study of Pattern Mining as a Knowledge Creation Process: Exploring Multimedia Design Practices

机译：模式挖掘作为知识创造过程的一种诠释学：探索多媒体设计实践

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In this paper, we discuss a special case of knowledge creation via pattern mining that was studied using a hermeneutic approach. The reported study explores the nature of knowledge creation by domain practitioners who do not communicate directly. The focus of this paper extends the traditional view of a knowledge creation process beyond organisational boundaries. The proposed knowledge creation framework explains the facilitated process of knowledge creation by its quali ˉcation, combination, socialisation, externalisation, internalisation and introspection, thus allowing the transformation of individual experience and knowledge into formalised shareable domain knowledge.

机译：在本文中，我们讨论了使用解释学方法研究的通过模式挖掘进行知识创造的特殊情况。报告的研究探讨了不直接交流的领域从业者创造知识的本质。本文的重点是将知识创造过程的传统观点扩展到组织范围之外。提议的知识创造框架通过资格，组合，社会化，外部化，内部化和内省来解释知识创造的便利过程，从而允许将个人经验和知识转化为形式化的可共享领域知识。

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《Journal of information & knowledge management》 |2010年第3期|共13页
作者
Tanya Linden; Jacob Cybulski;
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正文语种 eng
中图分类信息与传播理论;
关键词
Knowledge creation; knowledge crystallisation; knowledge sharing; hermeneutics; patterns; pattern mining;

机译：知识创造;知识结晶;知识共享;诠释学;模式;模式挖掘;

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1. A Hermeneutic Study of Pattern Mining as a Knowledge Creation Process: Exploring Multimedia Design Practices [J] . Tanya Linden, Jacob Cybulski Journal of information & knowledge management . 2010,第3期

机译：模式挖掘作为知识创造过程的一种诠释学：探索多媒体设计实践
2. Social practices in teacher knowledge creation and innovation adoption: a large-scale study in an online instructional design community for inquiry learning [J] . Rodriguez-Triana Maria Jesus, Prieto Luis P., Ley Tobias, International journal of computer-supported collaborative learning . 2020,第4期

机译：教师知识创造与创新采用的社会习俗：在线教学设计界进行了大规模研究，用于查询学习
3. Business Process Design Meets Business Practices Through Enterprise Patterns: A Case Study [J] . Carmelo Ardito, Ugo Barchetti, Antonio Capodieci, International Journal of E-Collaboration . 2014,第1期

机译：业务流程设计通过企业模式满足业务实践：案例研究
4. Processes, Methods and Knowledge Creation in Jewellery Design Practice [C] . Noor Adila Mohd Rajili, Andre Liem, Elin Olander, International Conference on Research into Design . 2015

机译：珠宝设计实践中的过程，方法和知识创造
5. Knowledge creation and discovery learning teams: A case study exploring the dynamics of knowledge creation, utilization, and transfer in bio-technology R&D groups. [D] . Olscheske, Thomas John. 1999

机译：知识创造和发现学习团队：一个案例研究，探索生物技术研发团队中知识创造，利用和转移的动力。
6. Locating previously unknown patterns in data-mining results: a dual data- and knowledge-mining method [O] . Mir S Siadaty, William A Knaus 2006

机译：在数据挖掘结果中定位以前未知的模式：双重数据和知识挖掘方法
7. : "This paper deals with the functionality of the flaked stone assemblages from several Neolithic sites of the NE of the Iberian Peninsula. The chronological framework ranges from the mid-6th to the mid-4th millennium cal. BCE, which corresponds to the Early and Middle Neolithic. This long period ranges from the arrival of the first farming communities in the Iberian Peninsula, around 5600-5500 cal. BCE, to 3600-3500 cal. BCE, two millennia later, when Neolithic communities had stably occupied most of the available territory, from the mountainous areas of the Pyrenees to the coastal areas of the Mediterranean.In this context, the NE of the Iberian Peninsula is one of the areas where a major number of use-wear analyses have been carried out, especially for what concerns the Neolithic period. This is mainly due to the interest shown by the directors of the excavations and by the Spanish use-wear specialists as well; both participated and cooperated in order to enlarge the number of contexts studied, making the NE of the Iberian Peninsula one of the areas of Europe with the largest number of ‘functional studies’. As a result, today we have a reliable picture of the type of lithic tools used by the first farming groups, how they were used, and which needs they were satisfying.The methodology employed for this type of analysis is today broadly shared by most use-wear specialists. A stereoscopic microscope is used together with a reflected-light microscope for the analysis of the archaeological specimens. Afterwards, the observed use-wear traces are compared with the traces from experimental tools. This study primarily made use of the tools preserved at the ‘Traceoteque’ of the Institución Milà y Fontanals of the CSIC of Barcelona.This paper presents the results obtained for the different types of analysed sites and the relative lithic assemblages. In this way, tools from different contexts are compared: open-air sites, caves and rock-shelters, pit-sites, burials, and mining sites. Such a diversity of contexts allowed for the exploration of the existence of recurrences and differences in the functionality of the lithic tools from one site to another. The results obtained have also provided information on some aspects related to the economic processes carried out at the different sites, caves, rock-shelters and open-air contexts. It has been possible to gain fresh data on the types of tasks carried out and their relative importance for each site, their relation with the geographical and environmental context and the natural resources available there. In addition, analysing tools recovered from burials – mainly individual inhumations – provided information on the relationships between the buried individuals and the working tools, in particular exploring the relationships between sex and age patterns and the types of tools deposited as goods.In conclusion, use-wear analysis allowed for the exploration of a variety of issues; from technical aspects related to the production and management of the lithic resources to social aspects related to the subsistence activities and the individuals that carried them out." [O] . Gibaja Bao, Juan Francisco, Mazzucco, Niccolo 2015

机译：：“本文研究了伊比利亚半岛东北部几个新石器时代遗址的片状石材组合的功能。时间框架从公元前6世纪中叶到4世纪中叶，分别对应于早期和早期。新石器时代中期，这段时间的长短是从伊比利亚半岛的第一个农业社区到来，大约在公元前5600-5500 cal，到了两千年后的3600-3500 BCE，当时新石器时代的社区稳定地占据了大部分可用土地。从比利牛斯山脉山区到地中海沿岸地区。在这种情况下，伊比利亚半岛东北部是进行过大量使用磨损分析的地区之一，尤其是在关注方面新石器时代，这主要是由于发掘负责人和西班牙使用服装专家表现出的浓厚兴趣；他们参与和合作以扩大孔蒂的数量xts进行了研究，使伊比利亚半岛的NE成为“功能研究”数量最多的欧洲地区之一。结果，今天我们可以可靠地了解第一批耕作小组使用的石器工具的类型，使用方法以及它们满足的需求。今天，大多数使用方法广泛共享用于这种类型的分析的方法穿专家。立体显微镜与反射光显微镜一起用于分析考古样本。然后，将观察到的使用磨损痕迹与实验工具的痕迹进行比较。这项研究主要利用了巴塞罗那CSIC的米拉·丰塔纳尔研究所的“ Traceoteque”中保存的工具。本文介绍了针对不同类型的分析地点和相对石器组合所获得的结果。通过这种方式，可以比较来自不同环境的工具：露天场所，洞穴和岩石避难所，露天场所，埋葬场所和采矿场所。如此多样的上下文允许探索重复性的存在以及从一个站点到另一个站点的石器工具的功能差异。所获得的结果还提供了与在不同地点，洞穴，避难所和露天环境中进行的经济过程有关的某些方面的信息。可以获得有关所执行任务的类型及其对每个站点的相对重要性，它们与地理和环境环境以及那里可用自然资源的关系的新数据。此外，对从墓葬中回收的工具（主要是个人遗体）进行分析，可提供有关被掩埋的个体与工作工具之间关系的信息，尤其是探索性别与年龄模式之间的关系以及作为商品存放的工具的类型。磨损分析允许探索各种问题；从与石器资源的生产和管理有关的技术方面到与自给活动及其实施者有关的社会方面。”

A Hermeneutic Study of Pattern Mining as a Knowledge Creation Process: Exploring Multimedia Design Practices

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