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Article
Publication date: 21 February 2024

Xin Feng, Lei Yu, Weilong Tu and Guoqiang Chen

With the development of science and technology, more creators are trying to use new crafts to represent the cultural trends of the social media era, which makes cultural heritage…

Abstract

Purpose

With the development of science and technology, more creators are trying to use new crafts to represent the cultural trends of the social media era, which makes cultural heritage innovative and new genres emerge. This compels the academic community to examine craft from a new perspective. It is very helpful to understand the hidden representational structure of craft more deeply and improve the craft innovation system of cultural and creative products that we deconstruct the craft based on Complex Network and discover its intrinsic connections.

Design/methodology/approach

The research crawled and cleaned the craft information of the top 20% products on the Forbidden City’s cultural and creative products online and then performed Complex Network modeling, constructed three craft representation networks among function, material and technique, quantified and analyzed the inner connections and network structure of the craft elements, and then analyzed the cultural inheritance and innovation embedded in the craft representation networks.

Findings

The three dichotomous craft representation networks constructed by combining function, material and technique: (1) the network density is low and none of them has small-world characteristics, indicating that the innovative heritage of the craft elements in the Forbidden City’s cultural and creative products is at the stage of continuous exploration and development, and multiple coupling innovation is still insufficient; (2) all have scale-free characteristics and there is still a certain degree of community structure within each network, indicating that the coupling innovation of craft elements of the Forbidden City’s cultural and creative products is seriously uneven, with some specific “grammatical combinations” and an Island Effect in the network structure; (3) the craft elements with high network centrality emphasize the characteristics of decorative culture and design for the masses, as well as the pursuit of production efficiency and economic benefits, which represent the aesthetic purport of contemporary Chinese society and the ideological trend of production and life.

Originality/value

The Forbidden City’s cultural and creative products should continue to develop and enrich the multi-coupling innovation of craft elements, clarify and continue their own brand unique craft genes, and make full use of the network important nodes role.

Details

Library Hi Tech, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0737-8831

Keywords

Article
Publication date: 1 March 1987

Humayun Akhter, Richard Reardon and Craig Andrews

A model based on representational thinking is presented to explain the role of environment in brand evaluation. With respect to retail settings, we conclude that the environment…

1153

Abstract

A model based on representational thinking is presented to explain the role of environment in brand evaluation. With respect to retail settings, we conclude that the environment of a retail setting is not of critical importance in brand evaluation when consumers have elaborate representations of their target brands. When their representations for target brands are less elaborate, consumers' evaluations of these brands will be derived from their representations of either the physical or social environment, or both, to the extent that these representations are well elaborated. The strategic marketing implications of the above relationships are also discussed.

Details

Journal of Consumer Marketing, vol. 4 no. 3
Type: Research Article
ISSN: 0736-3761

Book part
Publication date: 7 December 2021

John T. Addison and Paulino Teixeira

Using data from the 2013 European Company Survey, this chapter operationalizes the representation gap as the desire for greater employee involvement in decision-making expressed…

Abstract

Using data from the 2013 European Company Survey, this chapter operationalizes the representation gap as the desire for greater employee involvement in decision-making expressed by the representative of the leading employee representative body at the workplace. According to this measure, there is evidence of a substantial shortfall in employee involvement in the European Union, not dissimilar to that reported for the United States. The chapter proceeds to investigate how the size of this representation gap varies by type of representative structure, information provided by management, the resource base available to the representatives, and the status of trust between the parties. Perceived deficits are found to be smaller where workplace representation is via works councils rather than union bodies. Furthermore, the desire for greater involvement is reduced where information provided the employee representative on a range of establishment issues is judged satisfactory. A higher frequency of meetings with management also appears to mitigate the expressed desire for greater involvement. Each of these results is robust to estimation over different country clusters. However, unlike the other arguments, the conclusion that shortfalls in employee involvement representation are smaller under works councils than union bodies is nullified where trust in management is lacking.

Book part
Publication date: 1 March 2013

Eeva Luhtakallio

The chapter introduces a methodological approach to analyzing visual material based on Erving Goffman's frame analysis. Building on the definition of dominant frames in a set of…

Abstract

The chapter introduces a methodological approach to analyzing visual material based on Erving Goffman's frame analysis. Building on the definition of dominant frames in a set of visual material, and the analysis of keying within these frames, the approach provides a tangible tool to analyze contextualized visual material sociologically. To illustrate the approach, the chapter analyzes visual representations of social movement contention in two local contexts, the cities of Lyon, France, and Helsinki, Finland. The material was collected during ethnographic fieldwork and consists of 505 images from local activist websites. The analysis asks how femininity, masculinity, and gender/sex ambiguity key visual representations of different aspects of contentious action, such as mass gatherings, violence, protest policing, and performativity. Strong converging features are found in the contents of the frames in the two contexts, yet differences also abound, in particular in the ways femininity keys different frames of contention in visual representations. The results show, first, that the visual frame analysis approach is a functioning tool for analyzing large sets of visual material with a qualitative emphasis, and second, that a comparison of local activism through visual representations calls into question many general assumptions of political cultures, repertoires of contention, and cultural gender systems, and highlights the importance for sociologists of looking closely enough for both differences and similarities.

Details

Advances in the Visual Analysis of Social Movements
Type: Book
ISBN: 978-1-78190-636-1

Keywords

Book part
Publication date: 29 November 2014

Peter J. Hubber

This chapter describes a successful research-developed representation construction approach to teaching and learning that links student learning and engagement with the epistemic…

Abstract

This chapter describes a successful research-developed representation construction approach to teaching and learning that links student learning and engagement with the epistemic practices of science. This approach involves challenging students to generate and negotiate the representations (text, graphs, models, diagrams) that constitute the discursive practices of science, rather than focusing on the text-based, definitional versions of concepts. The representation construction approach is based on sequences of representational challenges that involve students constructing representations to actively explore and make claims about phenomena. The key principles of the representation construction approach, considered a form of directed inquiry, are outlined with illustrations from case studies of whole topics in forces and astronomy within several middle-years’ science classrooms. This chapter also outlines the manner in which the representation construction approach has been translated into wider scale implementation through a large-scale Professional Development (PD) workshop program. Issues associated with wider scale implementation of the approach are discussed.

Details

Inquiry-based Learning for Faculty and Institutional Development: A Conceptual and Practical Resource for Educators
Type: Book
ISBN: 978-1-78441-235-7

Book part
Publication date: 30 November 2020

Lorenzo Massa and Fredrik Hacklin

Business model innovation (BMI) constitutes a priority for managers across industries, but it represents a notoriously difficult innovation, with several challenges, many of which…

Abstract

Business model innovation (BMI) constitutes a priority for managers across industries, but it represents a notoriously difficult innovation, with several challenges, many of which are cognitive in nature. The received literature has variously suggested that one way to overcome challenges to BMI, including cognitive ones, and support the cognitive tasks is using visual representations. Against this background, we aim at offering a contribution to the emerging line of inquiry at the nexus between business models (BMs), cognition and visual representations. Specifically, we develop a new method for visual representation of the BM in support of simplification of the cognitive effort and neutralisation of cognitive barriers. The resulting representation – a network-based representation, anchored on the activity-system perspective and offering complementarity and centrality/periphery measures – allows to visually represent an existing BM as a network (nodes and linkages) of interdependent activities and to express information related to the degree of centrality/periphery of single activities (nodes) with respect to the rest of a BM configuration. This information, we argue, is potentially very valuable in supporting the cognitive tasks involved in business model reconfiguration (BMR). We guide the reader to progressively appreciate how the development of the proposed method for visual representation is anchored to two main characteristics of BMR, namely the discovery-driven nature of BMR and the path-dependent nature of BMR. We offer initial insights on the cognitive value of such a type of representation in relationship to the simplification of the cognitive effort and the neutralisation of cognitive barriers in BMR.

Book part
Publication date: 9 May 2023

Ebru Akçay, Aslı Şahinkaya Ermiş and G. Senem Gençtürk Hızal

As media texts, advertisements use representation practices to construct ideological meanings. This study traced the representation of the worker in advertisements with the help…

Abstract

As media texts, advertisements use representation practices to construct ideological meanings. This study traced the representation of the worker in advertisements with the help of content and thematic analysis. The study aimed to reveal the representation of the worker in the advertisements and to make the representations of the worker built through advertisements visible. The study was limited to ads that received an Effie Award in Turkey in 2020 and 2021. In the 2020 Effie Awards, 73 awards were given in 41 categories and in the 2021 Effie Awards, 68 awards were given in 42 categories. Content analysis was applied to 24 advertisements in 2020 and 31 advertisements in 2021. The quantitative data helped to determine the themes in the thematic analysis. Thematic analysis was carried out by regarding the worker as the (in)visible, the (un)voiced, and the bypassed. This study, which reveals that the worker is represented in advertisements through being invisible, unvoiced, and bypassed, claims that the labor of the worker in the production process is ignored through representation practices. In this context, it can be said that the worker is erased and omitted in TV ads on a symbolic level.

Details

Management and Organizational Studies on Blue- and Gray-collar Workers: Diversity of Collars
Type: Book
ISBN: 978-1-80455-754-9

Keywords

Article
Publication date: 2 November 2023

Khaled Hamed Alyoubi, Fahd Saleh Alotaibi, Akhil Kumar, Vishal Gupta and Akashdeep Sharma

The purpose of this paper is to describe a new approach to sentence representation learning leading to text classification using Bidirectional Encoder Representations from…

Abstract

Purpose

The purpose of this paper is to describe a new approach to sentence representation learning leading to text classification using Bidirectional Encoder Representations from Transformers (BERT) embeddings. This work proposes a novel BERT-convolutional neural network (CNN)-based model for sentence representation learning and text classification. The proposed model can be used by industries that work in the area of classification of similarity scores between the texts and sentiments and opinion analysis.

Design/methodology/approach

The approach developed is based on the use of the BERT model to provide distinct features from its transformer encoder layers to the CNNs to achieve multi-layer feature fusion. To achieve multi-layer feature fusion, the distinct feature vectors of the last three layers of the BERT are passed to three separate CNN layers to generate a rich feature representation that can be used for extracting the keywords in the sentences. For sentence representation learning and text classification, the proposed model is trained and tested on the Stanford Sentiment Treebank-2 (SST-2) data set for sentiment analysis and the Quora Question Pair (QQP) data set for sentence classification. To obtain benchmark results, a selective training approach has been applied with the proposed model.

Findings

On the SST-2 data set, the proposed model achieved an accuracy of 92.90%, whereas, on the QQP data set, it achieved an accuracy of 91.51%. For other evaluation metrics such as precision, recall and F1 Score, the results obtained are overwhelming. The results with the proposed model are 1.17%–1.2% better as compared to the original BERT model on the SST-2 and QQP data sets.

Originality/value

The novelty of the proposed model lies in the multi-layer feature fusion between the last three layers of the BERT model with CNN layers and the selective training approach based on gated pruning to achieve benchmark results.

Details

Robotic Intelligence and Automation, vol. 43 no. 6
Type: Research Article
ISSN: 2754-6969

Keywords

Article
Publication date: 28 July 2023

Clay Spinuzzi

This paper aims to consider ways to visually model data generated by qualitative case studies, pointing out a need for visualizations that depict both synchronic relations across…

Abstract

Purpose

This paper aims to consider ways to visually model data generated by qualitative case studies, pointing out a need for visualizations that depict both synchronic relations across representations and how those relations change diachronically. To develop an appropriate modeling approach, the paper critically examines Max Boisot’s I-Space model, a conceptual model for understanding the interplay among knowledge assets used by a population. I-Space maps information in three dimensions (abstraction, codification and diffusion). It is not directly adoptable for case study methodology due to three fundamental disjunctures: in theory, methodology and unit of analysis. However, it can be adapted for qualitative research by substituting analogues for abstraction, codification and diffusion.

Design/methodology/approach

Using an example from early-stage technology entrepreneurship, this paper first reviews network, flow and matrix models used to systematically visualize case study data. It then presents Boisot’s I-Space model and critiques it from the perspective of qualitative workplace studies. Finally, it adapts the model using measures that have been used in qualitative case studies.

Findings

This paper notes three limitations of the I-Space model when applied to empirical cases of workplace learning. Its theory of information does not account well for how people use representations synchronically for learning. It is a conceptual framework, and the tentative attempts to use it for mapping representations have been used in workshops, not for systematically collected data. It does not adequately bound a case for analysis. Thus, it can be applied analogically but not directly for mapping representations in qualitative case studies.

Practical implications

This paper identifies a possible way to develop I-Space for strategically mapping representations in qualitative case studies, using measures analogous to the I-Space axes to reflect observable behavior.

Originality/value

In providing a methodological critique for one model of knowledge management, this paper also develops criteria for appropriate modeling of meaningful artifacts in the context of qualitative studies of workplaces.

Details

Journal of Workplace Learning, vol. 35 no. 6
Type: Research Article
ISSN: 1366-5626

Keywords

Article
Publication date: 4 September 2017

Claudia Sima

The purpose of this paper is to identify and explore how different stakeholders represent communist and revolution heritage for tourism, with a case-study on Bucharest, the…

Abstract

Purpose

The purpose of this paper is to identify and explore how different stakeholders represent communist and revolution heritage for tourism, with a case-study on Bucharest, the capital city of Romania. The research attempts to identify gaps and tensions between representation makers on communist heritage tourism.

Design/methodology/approach

The research employs a range of qualitative methods in order to explore communist heritage tourism representation from different perspectives: content analysis of secondary data in the form of government, industry and media destination promotional material; interviews with a range of representation producers (government, industry and media); focus groups with potential tourists; and content analysis of user generated content under the form of blogs by actual visitors to Bucharest.

Findings

Findings reveal that there are gaps between the “official” or government representations of communism and revolution heritage and “unofficial” or industry, media and tourists’ representations. The research confirms and builds on Light’s (2000a, b) views that communist heritage is perceived as “problematic” by government officials and that attempts have been made to reinterpret it in a different light. The process of representation is made difficult by recent trends such as the increase in popularity of communism heritage tourism in countries such as Germany or Hungary. The potential of communist and revolution heritage to generate tourism is increasingly being acknowledged. However, reconciliation with “an unwanted” past is made difficult because of the legacy of communism and the difficulties of transition, EU-integration, economic crisis or countless political and social crisis and challenges. The “official” and “unofficial” representations successfully coexist and form part of the communism and revolution heritage product.

Research limitations/implications

The research attempts to look at the representation of communism heritage from different angles, however, it does not exhaust the number of views and perspectives that exist on the topic. The research only records the British and Romanian perspectives on the topic. The topic is still in its infancy and more research is needed on communism heritage tourism and representation.

Originality/value

The research identifies and explores gaps, agreements and disagreements over the representation of communist and revolution heritage in Bucharest, Romania.

Details

International Journal of Tourism Cities, vol. 3 no. 3
Type: Research Article
ISSN: 2056-5607

Keywords

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