Effective Knowledge Organization Research Articles

Building a Semantic Web for Libraries: Harnessing the Power of Taxonomies and Ontologies for Effective Knowledge Organization

Building a Semantic Web for Libraries: Harnessing the Power of Taxonomies and Ontologies for Effective Knowledge Organization

A Schematic Review of Knowledge Reasoning Approaches Based on the Knowledge Graph

In the contemporary world, the Internet technology and its implementation mode are advancing at a swift pace, leading to an exponential growth in the scale of Internet data. This data contains a significant amount of valuable knowledge. The effective organization and articulation of knowledge, as well as the ability to conduct thorough calculations and analyses, have garnered significant attention and developments within a particular environmental context. The utilization of knowledge graphs for knowledge reasoning has emerged as a prominent area of focus within the realm of knowledge graph research. It holds substantial significance in the realm of vertical search, intelligent answering, and various other applications. This article will be centered on fundamental principles of reasoning. The approach of knowledge reasoning oriented towards knowledge graphs is focused on the derivation of novel knowledge or the detection of erroneous knowledge through the utilization of pre-existing knowledge. In contrast to conventional knowledge reasoning approaches, the knowledge reasoning technique employed in knowledge graphs is characterized by greater diversity, owing to the succinct, adaptable, and flexible representation of knowledge.

Semantic automatic annotation method based on artificial intelligence for electric power internet of things

AbstractThe development of the power Internet of Things is currently underway, and a proposal for a semantic Internet of Things based on artificial intelligence algorithms is made to address the challenges in obtaining prior knowledge for heterogeneous data fusion, improving the real‐time performance of the ontology library, and enhancing the efficiency of manual labeling of instance object data in the power field. This proposal introduces an Automatic Semantic Annotation Method to provide an effective knowledge organization model for sensor systems. Data mining knowledge is utilized to drive ontology update and improvement, resulting in more accurate semantic annotation and enhanced machine understanding. Experimental results show that artificial intelligence algorithms can automatically extract concepts from sensory data and achieve automatic semantic annotation during ontology instantiation.

Building a semantic web for libraries: Harnessing the power of taxonomies and ontologies for effective knowledge organization

Building a semantic web for libraries: Harnessing the power of taxonomies and ontologies for effective knowledge organization

Research on Knowledge Management of Intangible Cultural Heritage Based on Linked Data

At present, the protection of intangible cultural heritage has received more and more attention from all levels of society. Intangible cultural heritage is a treasure of national culture. It is an indispensable part of Chinese civilization, the crystallization of the wisdom of Chinese civilization, and represents the country’s soft power. The effective organization and management of intangible cultural heritage knowledge is the premise and foundation for the protection, dissemination, and inheritance of intangible cultural heritage. Ontology and linked data technology provide a new method and realization path for the organization and management of intangible cultural heritage knowledge. In this paper, the intangible cultural heritage knowledge is organized reasonably semantically based on the method of linked data, and the purpose is to use the structure of linked data to express the resource data of different structures in a structured manner. This paper first introduces the meaning and background of the research and analyzes the relevant research at home and abroad. Second, it introduces the related knowledge of linked data, analyzes and sorts out the elements and semantic relationship of knowledge in the field of intangible cultural heritage, and designs and constructs the ontology model of intangible cultural heritage knowledge, Finally, based on linked data technology, the process of intangible cultural heritage knowledge organization and linked data set construction is studied, including key steps such as entity to RDF, entity association, linked data storage, and publication. The application of linked data technology in the field of intangible cultural heritage knowledge organization and management can promote the standardization and standardization of intangible cultural heritage knowledge management and is of great significance to the protection and inheritance of my country’s intangible cultural heritage culture.

A Comparative Study of Typing and Speech For Map Metadata Creation

Abstract. Metadata is key to effective knowledge organization, and designing user interfaces that maximize user performance and user experience during metadata creation would benefit several areas of GIScience. Yet, empirically-derived guidelines for user interfaces supporting GI-metadata creation are still scarce. As a step towards mitigating that gap, this work has implemented and evaluated a prototype that produces semantically-rich metadata for web maps via one of two input modalities: typing or speech. A controlled experiment (N=12) to investigate the merits of both modalities has revealed that (i) typing and speech were comparable as far as input duration time is concerned; and (ii) they received opposed ratings concerning their pragmatic and hedonic qualities. Combining both might thus be beneficial for GI-metadata creation user interfaces. The findings are useful to ongoing work on semantic enablement for spatial data infrastructure and note-taking during visual analytics.

Need and Importance of Nutrition Informatics in India: A Perspective.

Nutrition informatics (NI) is the effective retrieval, organization, storage, and optimum use of information, data and knowledge for food-and-nutrition-related problem-solving and decision-making. There is a growing opportunity to facilitate technology-enabled behavioral change interventions to support NI research and practice. This paper highlights the changing landscape of food and nutrition practices in India to prepare a NI workforce that could provide some valuable tools to address the double burden of nutrition. Management and interpretation of data could help clarify the relationships and interrelationships of diet and disease in India on both national and regional levels. Individuals with expertise in food and nutrition may receive training in informatics to develop national informatics systems. NI professionals develop tools and techniques, manage various projects and conduct informatics research. These professionals should be well prepared to work in technological settings and communicate data and information effectively. Opportunities for training in NI are very limited in developing countries. Given the current progress in developing platforms and informatics infrastructure, India could serve as an example to other countries to promote NI to support achieving SDGs and other public health initiatives.

A Semantic Expansion Model for VGI Retrieval

OpenStreetMap (OSM) is a representative volunteered geographic information (VGI) project. However, there have been difficulties in retrieving spatial information from OSM. Ontology is an effective knowledge organization and representation method that is often used to enrich the search capabilities of search systems. This paper constructed an OSM ontology model with semantic property items. A query expansion method is also proposed based on the similarity of properties of the ontology model. Moreover, a relevant experiment is conducted using OSM data related to China. The experimental results demonstrate that the recall and precision of the proposed method reach 80% and 87% for geographic information retrieval, respectively. This study provides a method that can be used as a reference for subsequent research on spatial information retrieval.

Modeling and representation of intangible cultural heritage knowledge using linked data and ontology

ABSTRACTIntangible cultural heritage (ICH) contains rich knowledge, and the effective organization and management of ICH knowledge is the foundation for the protection and inheritance of ICH. The development of semantic Web technology changes the way of knowledge representation and expression and provides new ideas and methods for the organizing and sharing of ICH knowledge. This paper describes a research project: to model and manage the ICH knowledge by publishing the knowledge as linked data. Firstly, a knowledge ontology was designed to reveal and standardize the concept, attribute and relationship of ICH knowledge elements. Then, we converted the knowledge to RDF data basted on the knowledge ontology and linked the entities with DBpedia and GeoNames. Finally, taking the ICH in Hubei province as an example, the methodology was used to create an RDF dataset which published as linked open data, and develop a knowledge service platform based on the linked data service. The research has promoted the standardization of knowledge management of ICH in China, which is of great significance for the protection and dissemination of ICH.

Knowledge component-based intelligent method for fixture design

Aiming at providing an effective mechanism for representation, organization, and reuse of fixture design knowledge, this paper puts forward an intelligent methodology for fixture design based on knowledge component technology. First, the ontology models of fixture elements, the workpiece, and the fixture design case are constructed to organize the statical design knowledge related to each of them. Then, the fixture design process-related knowledge is modeled by knowledge components corresponding to fixture layout planning process and fixture structure design process. Hence, the hierarchy structure of the fixture design knowledge reuse is formed. Under the framework of the fixture layout knowledge component, the association analysis method is used for generating reasoning rules and then the rule-based reasoning (RBR) method is used for the determination of the workpiece-locating mode and the initiative candidate of the locating datum. Further, an entropy weight fuzzy comprehensive evaluation method is employed to select the most suitable locating datum from the candidates. Under the framework of the fixture structure design knowledge component, the selection of fixture elements, element dimension drive, and auto-assemble are fulfilled by the combination of RBR and case-based reasoning (CBR). The method realizes the effective organization and efficient use of fixture design knowledge and improves the efficiency of fixture design. It has been verified by a case of airplane part machining fixture design.

UDC Online: A Study

In this paper an attempt has been made to highlight the online services provided by UDC Online database. In the modern techno-savvy era, the traditional library classification scheme 'Universal Decimal Classification' has radically changed its structure and published on Web in 2001 entitled' UDC Online'. It has created new opportunities to classifier for searching the term and class numbers, browsing UDC database, number building facility and advance searches. It is a very user friendly scheme in this era of information technology. It is the most updated version on the web, updated annually. It is concluded that it is a prominent and effective knowledge organization tool to classify universe of subjects and provide the fixed place to every things, documents, and electronic items. The databases have been accessed through trial accounts of their official websites.

Supporting Knowledge Management through Organizational Structure

In an era where competitive advantage is perceived to be linked to knowledge, considerable interest in knowledge management continues to be the trend. Knowledge management reflects a concern for developing a well-expressed and logical long-term plan for the intellectual assets of the organization. The establishment of an effective knowledge culture relies on the values and attitudes demonstrated by each employee. An effective knowledge organization seeks to align its strategic goals and priorities with the functional roles and tasks undertaken. HRM can help by linking support for those priorities to rewards, basic systems and processes. Knowledge management is based on the capacity to build knowledge practices into the habitual activities of the employees. This paper outlines the key principles or practices that should be reflected in the overall organizational structure, which, in turn, support and encourage knowledge management and Identifying the impact of organizational structure on knowledge management (KM) is the aim of this study, as well as recognizing the importance of each variable indicator in creating, sharing and utility of knowledge. A key message from this paper is that the knowledge philosophy must operate across all levels of the organization, and must be fully incorporated into well-publicized human resource practices throughout the entire organization.

Nutrition Informatics Competencies across All Levels of Practice: A National Delphi Study

Nutrition Informatics Competencies across All Levels of Practice: A National Delphi Study

Effective solution knowledge organization from discussion record

The discussion record in collaborative learning where participants generate their own answers by exchanging their opinions through a discussion is useful for other learners who tackle the same exercise. We propose a method for organizing solution knowledge in collaborative learning records as a solution knowledge graph which is a structured knowledge to derive answers. In this method, utterance collections of the same answering method are extracted and structured from the viewpoint of their effectiveness based on annotations attached by the participants. In addition, the structure of the solution knowledge graph is refined by evaluation of learners who use it as knowledge to solve exercises. We have constructed the prototype system for utilizing the solution knowledge graph in individual learning. From the experimental result, our system was reorganizing the solution knowledge graph according to the effectiveness of the utterance collections.

From Epistemic Diversity to Common Knowledge: Rational Rituals and Publicity in Democratic Athens

Effective organization of knowledge allows democracies to meet Darwinian challenges, and thus avoid elimination by more hierarchical rivals. Institutional processes capable of aggregating diverse knowledge and coordinating action promote the flourishing of democratic communities in competitive environments. Institutions that increase the credibility of commitments and build common knowledge are key aspects of democratic coordination. “Rational rituals,” through which credible commitments and common knowledge are effectively publicized, were prevalent in democratic Athens. Analysis of parts of Lycurgus’ speech Against Leocrates reveals some key features of the how rational rituals worked to build common knowledge in Athens. This paper, adapted from a book-in-progess, is fortthcoming in the journal Episteme.

An integrated architecture for an effective knowledge organization

PurposeThe purpose of this paper is to demonstrate the importance of an integrated architecture in creating an effective knowledge organization (EKO).Design/methodology/approachDevelopment of a conceptual model of the architecture of an EKO.FindingsManagers should strive to develop an integrated EKO but be careful to recognize the many differences in its key elements in doing so.Originality/valueProvides an EKO concept and an understanding of the limitations that exist in operationalizing this concept.

The Critical Role of Information Processing in Creating an Effective Knowledge Organization

This article provides a conceptual framework and an architecture for an effective knowledge organization (EKO) that emphasizes the important role of information processing in facilitating the creation of a dynamic knowledge capability, which is the essence of an EKO. The architecture links core knowledge management, intellectual property management, organizational learning, and innovation modules with information processing as the hub, or linchpin. The organization’s need to distinguish among these components of an EKO is argued by comparing and contrasting the conceptual bases, objectives, processes, systems, performance measures, and culture of each module. This EKO viewpoint integrates many concepts and applications from various literatures, but it is somewhat contrary to the conventional wisdom that has tended to de-emphasize the significance of information technology in knowledge management.

The effective knowledge organization

The effective knowledge organization