Academic literature on the topic 'Co-citation map'

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Journal articles on the topic "Co-citation map"

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Yu, Weidong. "Using author tri-citation analysis to map knowledge domains in knowledge representations." Electronic Library 35, no. 6 (November 6, 2017): 1215–24. http://dx.doi.org/10.1108/el-11-2016-0240.

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Purpose Previous commonly used author co-citation analysis (ACA) methods have limited the ability to deal with accidental co-citation in constructing a raw co-citation matrix. Therefore, the purpose of this paper is to propose a new method, called author tri-citation analysis (ATA), to better map knowledge domains and depict scientific intellectual structures. Design/methodology/approach Different from the previous method of using ACA that captures author co-citation relationships, the ATA method seeks tri-citation relationships among authors. Compared with ACA, ATA can ignore some accidental co-citation relationships between authors and can improve the accuracy of mapping knowledge domains. Findings Although ATA does not mine more sub-fields than ACA does, the results of the empirical studies show that ATA, the newly proposed method, performs better in knowledge domain maps based on publications in the field of computer science. Research limitations/implications The definition of ATA in this article is simple and still insufficiently informative. Many other pieces of information can be involved; for example, all authors’ information, authors’ sequence in the author list, reference published time and similar. These can be enhanced in future studies. Practical implications This research will enrich the methods of mapping knowledge domains due to its new perspective. Social implications Knowledge domain mapping is important to understand a discipline, and this research provides more potential methods for this, which benefits the performance of the maps. Originality/value ATA can provide a methodological awareness for mapping knowledge domains. This value lies in not only a tri-citation perspective, but also author bibliographic tripling and author tri-operation perspectives (“tri-” perspectives).
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Wang, Binglu, Yi Bu, and Win-bin Huang. "Document- and Keyword-based Author Co-citation Analysis." Data and Information Management 2, no. 2 (August 14, 2018): 70–82. http://dx.doi.org/10.2478/dim-2018-0009.

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AbstractIn the field of scientometrics, the principal purpose for author co-citation analysis (ACA) is to map knowledge domains by quantifying the relationship between co-cited author pairs. However, traditional ACA has been criticized since its input is insufficiently informative by simply counting authors’ co-citation frequencies. To address this issue, this paper introduces a new method that reconstructs the raw co-citation matrices by regarding document unit counts and keywords of references, named as Document- and Keyword-Based Author Co-Citation Analysis (DKACA). Based on the traditional ACA, DKACA counted co-citation pairs by document units instead of authors from the global network perspective. Moreover, by incorporating the information of keywords from cited papers, DKACA captured their semantic similarity between co-cited papers. In the method validation part, we implemented network visualization and MDS measurement to evaluate the effectiveness of DKACA. Results suggest that the proposed DKACA method not only reveals more insights that are previously unknown but also improves the performance and accuracy of knowledge domain mapping, representing a new basis for further studies.
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Gunawan, Budi, Barito Mulyo Ratmono, Ade Gafar Abdullah, Nada Sadida, and Hendra Kaprisma. "Research Mapping in the Use of Technology for Fake News Detection: Bibliometric Analysis from 2011 to 2021." Indonesian Journal of Science and Technology 7, no. 3 (October 10, 2022): 471–96. http://dx.doi.org/10.17509/ijost.v7i3.51449.

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This study aims to (1) determine research developments, (2) produce research distribution maps based on co-authorship analysis, (3) produce research distribution maps based on citation analysis, (4) produce research distribution maps based on co-citation analysis, (5) produce a research distribution map based on co-occurrence analysis, and (6) find out the state-of-the-art research in the use of technology for fake news detection. This study uses a quantitative method with a descriptive approach in bibliometric analysis from 2011 to 2021. From the research results obtained (1) the development of research publications in the field of the use of technology for fake news detection shows an increase, (2) the interrelationships between countries of authors, organizations affiliated with the authors, and among authors, (3) distribution map of citation analysis based on units of countries, sources, and authors, (4) distribution map of co-citation analysis based on unit cited sources and cited authors, (5) connection of keyword in the use of technology for fake news detection publications is related to literacy skills such as media literacy and information literacy, and (6) several research trends that researchers have widely used in the last 2 years including COVID-19, media literacy, and cyber deception. The research results can be used to determine the development of research o in the use of technology for fake news detection and as a reference for developing further research in the use of technology for fake news detection.
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Lou, Yan, Shang Zhang, and Lu Cheng Huang. "Research on Identifying Experts in Biomaterials Field Based on CiteSpaceII." Applied Mechanics and Materials 577 (July 2014): 1231–35. http://dx.doi.org/10.4028/www.scientific.net/amm.577.1231.

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Based on the original literature on biomaterials included in Web of Science between the year 1985 and 2012, this paper conducts the author co-occurrence and co-citation analysis, makes the high-frequency co-authors map and co-citation map, and shows the researchers distribution, with the information visualization software CiteSpaceII. By detecting the leading researchers in the biomaterials field, it helps the researchers to comprehend the research fronts and hot research topics quickly, identify classic literature efficiently, and write the literature review in their research activities easily. It provides the experts research direction to view related documents in the vast amounts of data. Moreover, the research result of this paper can provide a basis for relevant government departments to establish the expert database in the biomaterials field.
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Pinto, Adilson Luiz, Preiddy Efrain-García, Beatriz Ainhize Rodríguez Barquín, and José Antonio Moreiro González. "Scientific indicators on literature in Bibliometry and Scientometry through social networks." Brazilian Journal of Information Science 1, no. 1 (November 27, 2007): 58–76. http://dx.doi.org/10.36311/1981-1640.2007.v1n1.04.p58.

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This work explores Social Networks map generation in the area of the Metric Studies, Bibliometry and Scientometry. This kind of map show (i) index of co-authors by area ISI, (ii) comparative of the documentary typology of registries source by citation, (iii) which authors have made the biggest scientific contribution, (iv) authors which have the biggest citation, (v) the documents more mentioned and (vi) the more relevant magazines related to the information consumption. The evaluation had been modeled by centrality and frequency, inquired amongst 635 registers rescued on the thematic. The main registers source has been the packages of the Institute for Scientific Information (Science Citation Index, Social Science Citation Index and Arts & Humanities), and the studied period goes from 1975 to 2005. To realize the data treatment we used CiteSpace application, which has given the relation maps, a methodology of documentary control, developed by Efrain-García.
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Zhong, Botao, Yongjian Hei, Li Jiao, Hanbin Luo, and Junqing Tang. "Technology Frontiers of Building-integrated Photovoltaics (BIPV): A Patent Co-citation Analysis." International Journal of Low-Carbon Technologies 15, no. 2 (December 23, 2019): 241–52. http://dx.doi.org/10.1093/ijlct/ctz068.

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Abstract Recently, greater research attention has focused on the application of solar power generation technology in building construction to reduce building energy consumption and encourage increased sustainable development. An emerging solar power generation technology is in the use of Building-integrated Photovoltaics (BIPVs), where photovoltaic materials are used to replace conventional building materials. In order to map the development of BIPV technology over time and explore technology paths, this study retrieved a total of 4914 patents dated from 1972 to 2016 from the Derwent Innovations Index patent database. This study applies patent co-citation analysis to map the patent co-citation network in three periods based on Ucinet tool. Evolutional path and three key technology frontiers were identified using Social Network Analysis (SNA) and text clustering. The results of this study provide an informed reference for future researchers in understanding the historical development of BIPV, as an emerging and important solar power generation technology in the built environment. At the same time, big data of patents are analyzed using SNA and text clustering, which overcomes the limitation of previous methods of frontiers study that have depended on expert opinion or peer review.
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Li, Rui, Hong Zhang, Chenguang Liu, Zhenyu Cheryl Qian, and Linghao Zhang. "Bibliometric and Visualized Analysis of User Experience Design Research: From 1999 to 2019." SAGE Open 12, no. 1 (January 2022): 215824402210872. http://dx.doi.org/10.1177/21582440221087266.

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With increasing research attention to user experience (UX), UX design (UXD) has gained concomitant interest. This study systematically reviews UXD research using a bibliometrical knowledge map. We collected and reviewed 14,825 documents to analyze UXD research from five perspectives: keyword trends, reference co-citation, author co-citation, categories, and author institutes. (a) UXD, as a research term, broadens the boundaries of experience and design and brings them together. (b) Publications in UXD focus on user, business, and technology orientation. (c) Author co-citation analysis reveals “invisible college networks” among UXD scholars. (d) Computer Science and Engineering are the most significant majors in UXD, although interdisciplinary research is common. (e) Research from the United States dominates. This review recognizes research gaps and future trends for conceptualizing and assessing UXD skills. The findings can benefit researchers, curriculum designers, and instructors.
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Li, Hong Xia, and Long Zhao Zhao. "Coal Mine Safety Management Researching Situation Analysis Based on Knowledge Map." Advanced Materials Research 962-965 (June 2014): 1003–9. http://dx.doi.org/10.4028/www.scientific.net/amr.962-965.1003.

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In order to understand the characteristics and law of development of coal research in the field of safety management, the papers published data from 1993--2013 based on Web of Science database and the Java platform development CitespaceIII visualization software for scientific knowledge map drawing is used. Through the knowledge map visualization analysis, it shows the origin of the research of international coal safety management and foundation of knowledge, and its basic and frontier disciplines. The results show that: through the visual keywords co-occurrence knowledge mapping analysis, high frequency keywords and high degree of heart keyword ranked in the top 10. It also shows the hot spot area and the development trend in the research field of coal safety management; from the literature co-citation results, classical literature and knowledge of basic research on coal safety management field, it plays an important role in the development process of the research in the field of visualization; through the journal co-citation analysis of knowledge map, it gets higher yield and literature journal, such as SAFETY SCI, COAL SCI TECHNOLOGY, CHINA COAL and the like, which shows that in the study of coal safety management field quantity of periodicals, China is the first, which explains China's leading position in the field of safety management of coal.
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Li, Yunlong, Linna Li, Wenxin Deng, Dian Zhu, and Luo Hong. "Building Integrated Photovoltaic (BIPV) Development Knowledge Map: A Review of Visual Analysis Using CiteSpace." Buildings 13, no. 2 (January 31, 2023): 389. http://dx.doi.org/10.3390/buildings13020389.

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Achieving zero energy consumption in buildings is one of the most effective ways of achieving ‘carbon neutrality’ and contributing to a green and sustainable global development. Currently, BIPV systems are one of the main approaches to achieving zero energy in buildings in many countries. This paper presents the evolution of BIPV systems and predicts their future trends by deriving a base sample of core papers on BIPV systems from 2012 to 2022 from the Web of Science core database and conducting a bibliometric study using CiteSpace scientific visualisation software. To gain a deeper understanding and grasp of the research progress of BIPV systems, research group discovery, research hotspot analysis, and research frontier detection of the relevant literature were conducted. (1) Research groups on the topic were summarised through author coupling network, publication distribution, and country mapping analysis; (2) Research hotspots on the topic were explored through keyword co-occurrence, keyword emergence, and time zone map analysis; (3) Research hotspots on the topic were explored through literature co-citation timeline maps, literature co-citation categories, and literature co-citation clustering analysis to detect the frontiers of research in the field. Finally, we conclude that research trends in BIPV systems are mainly in the areas of heat transfer, thermal performance, renewable energy, solar cell and renewable building materials, and evaluation systems. In the future, BIPV research and applications will move towards interdisciplinary and multinational cooperation, which will maximise the benefits of clean energy conversion in buildings. It will also provide researchers and practitioners with a clearer understanding of BIPV research trends and hotspots, and provide new directions for future research.
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Kava, Luana, and Rodrigo Eduardo Botelho-Francisco. "Innovation and Digital Social Networks." Brazilian Journal of Information Science 14, no. 4 (November 25, 2020): e020013. http://dx.doi.org/10.36311/1940-1640.2020.v14n4.10294.

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The present study aims to verify and analyze the leading academic publications related to innovation topics and digital social networks. The research methodology is the co-citation analysis followed by the development of a co-citation map that includes approaches, types of networks and levels of aggregation by these themes. Therefore, this study can promote a better understanding of how the authors studying innovation and digital social networks relate. As a result, 866 articles were identified between 2014 and 2018. Of these, 26,392 were references cited by the analyzed papers in the total of 480 journals. Three main clusters were identified with the references of the articles analyzed.
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Dissertations / Theses on the topic "Co-citation map"

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Ortega, Priego Jose Luis. "REFERENCE ANALYSIS BASE ON A VECTORIAL SPACES MODEL: CONTEMPORANY HISTORY IN JAEN RESEARCH FOR 1990-1995." CINDOC, 2001. http://hdl.handle.net/10150/105497.

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Bibliometry; Citation analysis; Vectorials Spaces Model (VSM); Multidimensional Scaling (MDS); Mapping of Science; Contemporany History
The spatial perfomance of the relationships there are among researchers in Contemporany History of Jaén for 1990-1995 through their behaviour in citing process is the objetive of this work. Through reference analysis bases on Vectorial Spaces Model (VSM) and displayed in a graphic thanks to Multidimensional Scaling (MDS) are obtained results about research fronts, who lead them, who made up them, and the "disciple/master" relationships there are among researchers.
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RIVIERA, EMANUELA. "Mapping scientific literature. Structuring scientific communities through scientometrics." Doctoral thesis, Università degli Studi di Milano-Bicocca, 2013. http://hdl.handle.net/10281/40095.

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A sociologically integrated approach suggesting an interpretation of bibliometric indicators and maps is developed in this work. The programmatic element of the thesis is the integration of the constructivist perspective relating to the re-production of scientific community with the metric program in Bibliometrics. The accomplishment of the main purposes introduced above is realised through the following goals, which can be listed according to the level of generality. First of all, this work aims to demonstrate the potentialities of a proposal in the field of citation theory which encompasses different and divergent perspectives as it is based on the integration of structural-functionalist and constructivist approaches. More specifically, this proposal is applied to the field of Scientometrics, where the lack of a theoretical frame for interpreting bibliometric indicators as well as bibliometric maps constitutes a real problem as we are witnessing the affirmation of what can be called the “metric era”: as a matter of fact, like it or not, bibliometric measures and analyses are more and more important for scientists’ career. The purpose of providing a description of the intellectual and cognitive structure of the scientific field of Italian Sociology allows us, at the same time, to test the reliability of those bibliometric techniques employed in the empirical work here presented. In particular, we are testing the effectiveness of Bibliometrics in mapping scientific literature, as well as the effectiveness of the normative approach in describing citers’ behaviour with reference to high citation counts.
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Book chapters on the topic "Co-citation map"

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Jeyasekar, J. John, and P. Saravanan. "Mapping Forensic Odontology Literature Using Open Source Bibliographies and Software." In Advances in Library and Information Science, 170–89. IGI Global, 2015. http://dx.doi.org/10.4018/978-1-4666-8178-1.ch011.

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Domain visualization, an emerging field of study is used to map the growing domain structure of scientific disciplines. Scientometrics is a distinct discipline that has emerged from citation based domain visualization. Visualization with the aid of science maps enables visual comprehension. Science maps can be effectively created with the help of computer algorithms. Bibliographic databases are also available freely over the internet. The various computer algorithms and bibliographic databases are discussed. Some of the different bibliometric indicators are also briefly explained. A mapping study of forensic odontology literature for a five year period of 2009 to 2013 is done using two bibliometric databases, viz., PubMed and Google Scholar, which are freely available. MS-Excel spreadsheets and Publish or Perish (PoP) software are used for data analysis. Co-word maps are also created using VOSviewer to visualize the sub-fields of forensic odontology.
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Marshakova-Shaikevich, Irina. "Bibliometric Maps of Science." In Advances in Human and Social Aspects of Technology, 121–50. IGI Global, 2018. http://dx.doi.org/10.4018/978-1-5225-4990-1.ch008.

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This chapter is devoted to directions in algorithmic classificatory procedures: co-citation analysis as an example of citation network and lexical analysis of keywords in the titles. The chapter gives the results of bibliometric analysis of the international scientific collaboration of EU countries. The three approaches are based on the same general idea of normalization of deviations of the observed data from the mathematical expectation. The application of the same formula leads to discovery of statistically significant links between objects (publication, journals, keywords, etc.) reflected in the maps. Material for this analysis is drawn from DBs presented in ISI Thomson Reuters (at present Clarivate Analytics).
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Conference papers on the topic "Co-citation map"

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Wang, Ziang. "Hot Spots and Trends Analysis of Elderly-Oriented Interface Design." In Intelligent Human Systems Integration (IHSI 2023) Integrating People and Intelligent Systems. AHFE International, 2023. http://dx.doi.org/10.54941/ahfe1002917.

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This study aims to analyse the hot spots and trends of elderly-oriented interface design, use Web of Science Core Collection data as a sample and apply the scientific bibliometric method to visualize the documents publications, countries, research institutions, authors, keyword clusters, reference co-citation status to generate a map of scientific knowledge by VOSviewer and CiteSpace, the analysis and discussion are also combined with relevant parameters. The overall number of documents within the search range are on the rise, but the cooperation between research institutions and authors is not close enough. Research hotspots are mainly focused on usability, user experience, human-machine interface, human-computer interaction, quality-of-life, performance, healthcare, system, etc. The future hotspots and trends of elderly-oriented interface design will consist of physical-activity, health, management, etc. This study offers researchers a comprehensive understanding of elderly-oriented interface design studies in the last decades and research directions for the future.
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Guo, Ran, Yi Ding, and Yaqin Cao. "The Use of physiological measurement for user experience Assessment: A Bibliometric Analysis." In 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022). AHFE International, 2022. http://dx.doi.org/10.54941/ahfe1001707.

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This paper aims to use a quantitative and visual method to evaluate the history, current, and future of publications regarding physiological measurement for user experience (UX). Since UX has attracted the attention of many disciplines, this field has accumulated numerous research outcomes. Therefore, it is important and timely to make a systematic and comprehensive evaluation of the research output of UX over the last decades. Citespace was used to identify and summarize the publications from WoS from 2010 to 2021. The publication time, country, institution, and author distribution of user experience physiological measurement were recorded and analyzed. Bibliometric maps of authorship, citation, co-citation, and network of co-occurrence of keywords are drawn. The research found that: (1) The international physiological measurement of user experience has gradually developed since 2010, and now it has become a topic of focus for scholars. (2) User experience physiological measurement involves a wide range of disciplines, with engineering and computational science as the main disciplines undertaking important tasks. (3) Physiological measurement of user experience will be more used in VR, AR, and adaptive aging in the future. This study provided later researchers with ideas on the physiological measurement of user experience.
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Bielinė, Viktorija, and Aurelija Ulbinaitė. "BIBLIOMETRIC RESEARCH ON THE ECOSYSTEM OF DIGITAL BUSINESS PLATFORMS." In 12th International Scientific Conference „Business and Management 2022“. Vilnius Gediminas Technical University, 2022. http://dx.doi.org/10.3846/bm.2022.858.

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Digital transformation led to the development of novel business models and enabled the establishment of the digital business platforms ecosystem. Research on this interdisciplinary topic is wide but lacks cohesion. This paper aims at disclosing trends in the assessment of the scientific literature about the ecosystem of digital business platforms by using bibliometric methods such as citation analysis and co-word analysis. A dataset of 649 papers extracted from Web of Science database was used. VOSviewer was used to create maps based on the generated bibliographic data, including authors’ names, journals, and keywords. Our results show that the most influential authors in the field are Venkatraman, N. Venkat (815 citations), Bharadwaj, Anandhi (755 citations), and El Sawy, Omar (755 citations); the most influential journal is MIS Quarterly: Management Information Systems (2178 citations); and the main keywords are digital platform(s), digitalization, digital transformation, platforms, and business model – they are the tenets of the conceptual structure of the topic. This article contributes to a better understanding and profiling of the research biblio-metrics in value co-creation in the ecosystem of digital business models.
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Lucaci, Ancuţa, and Mihaela Sarafescu. "A Bibliometric Mapping of Innovative Entrepreneurship." In World Lumen Congress 2021, May 26-30, 2021, Iasi, Romania. LUMEN Publishing House, 2022. http://dx.doi.org/10.18662/wlc2021/35.

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The new global economy requires innovative businesses that can respond to all major challenges around the world. Innovative Entrepreneurship is an active field of research since innovation is nowadays crucial for the development of any business in the world. Policymakers are also focusing their attention on innovation in business because Innovative Entrepreneurship contributes to economic growth and job creation. To create an environment that supports Innovative Entrepreneurship it is appropriate to provide access to knowledge, labour, finance, and specific policies and regulations. Innovative Entrepreneurship has a new role in the economic development of any country that is interested in creating a competitive business environment. This paper aims to identify the most relevant research concerning Innovative Entrepreneurship and realize a bibliometric mapping of the information gathered during the investigation. To perform the bibliometric analysis was used a Scopus database which included articles related to Innovative Entrepreneurship. The processing of data has been carried out using VOSviewer, an effective tool for the visualization of bibliometric networks. The bibliometric mapping included multiple analysis such as co-authorship, citation, and co-occurrence. The results of this research can be a basis for present and future researchers who are operating in the field of entrepreneurship and who intend to investigate more thoroughly the importance of innovation for business development. Another important issue to be investigated is the development of innovative business models that can strengthen the business environment.
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Reports on the topic "Co-citation map"

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Ahlgren, Per, Tobias Jeppsson, Esa Stenberg, and Erik Berg. A bibliometric analysis of battery research with the BATTERY 2030+ roadmap as point of departure. Uppsala universitet, 2022. http://dx.doi.org/10.33063/diva-473454.

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In this bibliometric study, we analyze the six battery research subfields identified in the BATTERY 2030+ roadmap: Battery Interface Genome, Materials Acceleration Platform, Recyclability, Smart functionalities: Self-healing, Smart functionalities: Sensing, and Manufacturability. In addition, we analyze the entire research field related to BATTERY 2030+ as a whole, using two operationalizations. We (a) evaluate the European standing in the subfields/the BATTERY 2030+ field in comparison to the rest of the world, and (b) identify strongholds of the subfields/the BATTERY 2030+ field across Europe. For each subfield and the field as a whole, we used seed articles, i.e. articles listed in the BATTERY 2030+ roadmap or cited by such articles, in order to generate additional, similar articles located in an algorithmically obtained classification system. The output of the analysis is publication volumes, field normalized citation impact values with comparisons between country/country aggregates and between organizations, co-publishing networks between countries and organizations, and keyword co-occurrence networks. For the results related to (a), the performance of EU & associated (countries) is similar to China and the aggregate Japan-South Korea-Singapore and well below North America regarding citation impact and with respect to the field as a whole. Exceptions are, however, the subfields Battery Interface Genome and Recyclability. For the results related to (b), there is a large variability in the EU & associated organizations regarding volume in the different subfields. For citation impact, examples of high-performing EU & associated organizations are ETH Zurich and Max Planck Society for the Advancement of Science.
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