scholarly journals Citation Mining of Humanities Journals: The Progress to Date and the Challenges Ahead

2019 ◽  
Vol 4 (1) ◽  
pp. 36-53 ◽  
Author(s):  
Giovanni Colavizza ◽  
Matteo Romanello

Even large citation indexes such as the Web of Science, Scopus or Google Scholar cover only a small fraction of the literature in the humanities. This coverage sensibly decreases going backwards in time. Citation mining of humanities publications — defined as an instance of bibliometric data mining and as a means to the end of building comprehensive citation indexes — remains an open problem. In this contribution we discuss the results of two recent projects in this area: Cited Loci and Linked Books. The former focused on the domain of classics, using journal articles in JSTOR as a corpus; the latter considered the historiography on Venice and a novel corpus of journals and monographs. Both projects attempted to mine citations of all kinds — abbreviated and not, to all types of sources, including primary sources — and considered a wide time span (19th to 21st century). We first discuss the current state of research in citation mining of humanities publications. We then present the various steps involved into this process, from corpus selection to data publication, discussing the peculiarities of the humanities. The approaches taken by the two projects are compared, allowing us to highlight disciplinary differences and commonalities, as well as shared challenges between historiography and classics on this respect. The resulting picture portrays humanities citation mining as a field with a great, yet mostly untapped potential, and a few still open challenges. The potential lies in using citations as a means to interconnect digitized collections at a large scale, by making explicit the linking function of bibliographic citations. As for the open challenges, a key issue is the existing need for an integrated metadata infrastructure and an appropriate legal framework to facilitate citation mining in the humanities.

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mattias Jacobsson ◽  
Beata Jałocha

PurposeThe aim of this article is to give an overview of the development and current state of projectification research. The inquiry was driven by a threefold research question: How has projectification been understood and defined over time, what has the trajectory of the development been and what are the main trends and emerging ideas?Design/methodology/approachThe article is an integrative literature review of research done on the notion of projectification to date. An interdisciplinary, integrative literature review was conducted using Scopus and Web of Science as primary sources of data collection. The full data set consists of 123 journal articles, books, book chapters and conference contributions. With the data set complete, a thematic analysis was conducted.FindingsAmong other things, the review outlines the development and scope of projectification research from 1995 until 2021 and discusses four emerging images of projectification: projectification as a managerial approach, projectification as a societal trend, projectification as a human state and projectification as a philosophical issue. These characteristics emphasize some common features of each of the images but also imply that the way projectification is understood changes depending on the paradigmatic perspective taken by the researcher, the time and place in which the observation was made and the level of observation.Originality/valueThe authors have outlined and discussed four images of projectification – projectification as a managerial approach, projectification as a societal trend, projectification as a human state and projectification as a philosophical issue – where each image represents a special take on projectification with some prevalent characteristics. By doing this, the authors provide a systematic categorization of research to date and thus a basis upon which other researchers can build when furthering the understanding of projectification at large.


2021 ◽  
pp. 3-11
Author(s):  
Suddhasvatta Das ◽  
Kevin Gary

AbstractDue to the fast-paced nature of the software industry and the success of small agile projects, researchers and practitioners are interested in scaling agile processes to larger projects. Agile software development (ASD) has been growing in popularity for over two decades. With the success of small-scale agile transformation, organizations started to focus on scaling agile. There is a scarcity of literature in this field making it harder to find plausible evidence to identify the science behind large scale agile transformation. The objective of this paper is to present a better understanding of the current state of research in the field of scaled agile transformation and explore research gaps. This tertiary study identifies seven relevant peer reviewed studies and reports research findings and future research avenues.


2021 ◽  
Vol 30 ◽  
pp. 137-180
Author(s):  
Sorin Cociș ◽  
Vitalie Bârcă

We attempt herein, based on archaeological finds, to analyse brooches of type Almgren VII, Series I, the headknob and external chord variation from territories east and south-east of Romania. The authors discuss a number of 46 such brooches. The typological analysis of the finds as well as the approach of the other issues these raise, also considered similar specimens diffused on a vast geographical area and a chronological time span comprised between the last decades of the 2nd century – early 4th century AD. Out of the total analysed exemplars, 35 were discovered in settlements and 11 in cemeteries, of which four were identified in inhumations. Out of the total brooches, only three are in silver, while with respect to the spring making type, 24 are single springed, five are provided with a double spring while in the case of 17 exemplars, it was impossible to say with certainty whether they had a single spring and chord inserted through the second hole of the support or were double-springed. Subsequent to the analysis of these type brooches and the contexts and features where they were discovered, the authors concluded that chronologically, the specimens date in the area under discussion mainly to stage C1b – early stage C3 (AD 230-320/330), though emerging in the late period of stage C1a. The authors noted, based on finds yielded by certain graves, that these were often worn in pairs, a custom specific mainly to the Germanic world, ascribing their wear to women. Based on the examination of the finds, the authors further noted that in the area discussed here it may be currently assumed that brooches of the sort were manufactured only at Bucharest-Străulești, reminding though both their making in several other sites within territories located outside the Roman empire and by possible travelling artisans. Also, it is mentioned again that these brooches of type Almgren, group VII, series I, emerged in the Przeworsk and Wielbark culture environments, where many such brooch finds are found, together with most numerous subvariants. The authors also conclude that the presence of these brooches may be related to the territories north and north-east of the Upper Dniester and that they are indicative, beside other artefacts, of the arrival and settlement in the discussed area, starting with the end phase of stage C1a – early stage C1b, of certain groups of Germanic populaces from the region of the Upper Dniester and territories north of it. Last but not least, the authors construe that in the current state of research, it is impossible to reach more definite conclusions on who were the bearers of these brooches, mentioning though that it is not excluded that their emergence is connected to the arrival of the bearers of the early stage (beginning) of the Sântana de Mureș-Chernyakhov culture on the territory east and south of the Carpathians.


2020 ◽  
Vol 13 (3) ◽  
pp. 795-848
Author(s):  
Alina Köchling ◽  
Marius Claus Wehner

AbstractAlgorithmic decision-making is becoming increasingly common as a new source of advice in HR recruitment and HR development. While firms implement algorithmic decision-making to save costs as well as increase efficiency and objectivity, algorithmic decision-making might also lead to the unfair treatment of certain groups of people, implicit discrimination, and perceived unfairness. Current knowledge about the threats of unfairness and (implicit) discrimination by algorithmic decision-making is mostly unexplored in the human resource management context. Our goal is to clarify the current state of research related to HR recruitment and HR development, identify research gaps, and provide crucial future research directions. Based on a systematic review of 36 journal articles from 2014 to 2020, we present some applications of algorithmic decision-making and evaluate the possible pitfalls in these two essential HR functions. In doing this, we inform researchers and practitioners, offer important theoretical and practical implications, and suggest fruitful avenues for future research.


2021 ◽  
Vol 22 (21) ◽  
pp. 11807
Author(s):  
Janet Juarez-Escobar ◽  
Esaú Bojórquez-Velázquez ◽  
Jose M. Elizalde-Contreras ◽  
José A. Guerrero-Analco ◽  
Víctor M. Loyola-Vargas ◽  
...  

Embryogenesis is the primary developmental program in plants. The mechanisms that underlie the regulation of embryogenesis are an essential research subject given its potential contribution to mass in vitro propagation of profitable plant species. Somatic embryogenesis (SE) refers to the use of in vitro techniques to mimic the sexual reproduction program known as zygotic embryogenesis (ZE). In this review, we synthesize the current state of research on proteomic and metabolomic studies of SE and ZE in angiosperms (monocots and dicots) and gymnosperms. The most striking finding was the small number of studies addressing ZE. Meanwhile, the research effort focused on SE has been substantial but disjointed. Together, these research gaps may explain why the embryogenic induction stage and the maturation of the somatic embryo continue to be bottlenecks for efficient and large-scale regeneration of plants. Comprehensive and integrative studies of both SE and ZE are needed to provide the molecular foundation of plant embryogenesis, information which is needed to rationally guide experimental strategies to solve SE drawbacks in each species.


2021 ◽  
Vol 24 (2) ◽  
pp. 305-340
Author(s):  
Lars Ruf

The EU Takeover Directive from 2004 has attempted to harmonise Takeover Law within the European Union. The UK’s legal framework governing takeovers served as somewhat of a role model for it. Therefore, Brexit gives rise to the question as to whether the Directive could undergo a reform within the foreseeable future. This paper aims to re-address the harmonisation of European Takeover Law post-Brexit by examining how UK and US Takeover Law could potentially influence its reform. It will be made apparent how the UK’s role in European Takeover Law suggests that Brexit might actually lead to its reform, which is most likely going to drive the respective legal frameworks further apart. Another significant finding concerns the comparability of the US and EU governmental system, which indicates that the foreseeable development of European Takeover Law could be prone to issues which appear in the US. In order to overcome several difficulties that European Takeover Law will face, the paper makes two recommendations. With regard to a regulatory reform at the current state of research, the EU should take a neutral approach by providing companies with an optional framework governing Takeover Law. In order to determine which provisions are desirable for the creation of shareholder value, it is submitted that further research in this field should be encouraged. a


2019 ◽  
Author(s):  
Corinna Götze

This study deals with a fundamental problem of medical law, which has increasingly moved into political focus since Germanwings flight 4U9525 crashed in 2015: the necessity and possibility of and the criteria for breaching medical and psychotherapeutic confidentiality. The Germanwings tragedy reinforced demands for the possible relaxation of the legal provisions regarding breaches of medical and psychotherapeutic confidentiality, justifying new examination of the legal framework in this regard and the possible need for reform. The work is organised into five sections. In the introductory section, the need for reform of the legal provisions regarding medical and psychotherapeutic confidentiality in safety-related areas is discussed, with the author taking into account the complexity of relaxing the law on breaches of confidentiality. The second part is a comprehensive study of the legal framework of the current state of research, taking into consideration medical ethics. This section focuses on the norm of § 203 of the StGB (Germany’s penal code) and its parameters. By examining the crash of the Germanwings flight in 2015 and its legal consequences, the study identifies a significant need for reform of the legal provisions regarding medical and psychotherapeutic confidentiality in its third section. What follows is an empirical study, including interviews with experts in the fields of psychotherapy and medicine. In the following section, a legislative proposal is developed from these results. Considering constitutional aspects, the author examines the proposal extensively, focusing especially on art. 2, section 1 in conjunction with art. 1, section 1 of Germany’s constitution, and also taking into account medical ethics. The fifth section demonstrates the relevance of the entire topic with reference to several events that occurred during the course of the author’s doctoral studies. Finally, the study concludes with a brief outlook for possible developments relating to this complex issue.


2018 ◽  
Author(s):  
Alberto Martín-Martín ◽  
Rodrigo Costas ◽  
Thed van Leeuwen ◽  
Emilio Delgado López-Cózar

This article uses Google Scholar (GS) as a source of data to analyse Open Access (OA) levels across all countries and fields of research. All articles and reviews with a DOI and published in 2009 or 2014 and covered by the three main citation indexes in the Web of Science (2,269,022 documents) were selected for study. The links to freely available versions of these documents displayed in GS were collected. To differentiate between more reliable (sustainable and legal) forms of access and less reliable ones, the data extracted from GS was combined with information available in DOAJ, CrossRef, OpenDOAR, and ROAR. This allowed us to distinguish the percentage of documents in our sample that are made OA by the publisher (23.1%, including Gold, Hybrid, Delayed, and Bronze OA) from those available as Green OA (17.6%), and those available from other sources (40.6%, mainly due to ResearchGate). The data shows an overall free availability of 54.6%, with important differences at the country and subject category levels. The data extracted from GS yielded very similar results to those found by other studies that analysed similar samples of documents, but employed different methods to find evidence of OA, thus suggesting a relative consistency among methods.


Publications ◽  
2019 ◽  
Vol 7 (4) ◽  
pp. 60 ◽  
Author(s):  
Vítor Vasata Macchi Silva ◽  
José Luis Duarte Ribeiro ◽  
Gonzalo Rubén Alvarez ◽  
Sonia Elisa Caregnato

This paper presents a bibliometric study, which seeks to characterize papers that address competence-based management and that are indexed in the Web of Science and Scopus databases in terms of scientific production, collaboration, and impact. All the papers published in journals or in conference proceedings that contained the terms “competenc* management” or “compentenc* based management” in their titles, abstracts, or keywords were analyzed. The results show that computational sciences, human resources management, strategic management, and industrial relations and labor correspond to the macro-categories that characterize competence-based management. This paper also indicates that collaborations between authors do not establish strong co-authorship networks. It also shows that the most cited papers were published in journals of different areas. It concludes that studies conducted in the area of competence-based management can be developed in a more assertive way if they take into consideration the context of the current state of research in this area.


Author(s):  
A. A. Kravtsov

The article defines the current state and dynamics of the scientific cooperation between Russia and non-Baltic post-Soviet states by studying researchers’ scientific co-publications indexed in the Web of Science. The statistics on the number of Russian and post-Soviet authors’ bilateral scientific articles in 2000–2017 were analyzed, as well as distribution of the articles by publication year, area of research, main sponsors, and authors’ organizational affiliations. Four groups of countries were specified, for which the dynamics of scientific publication cooperation with Russia can be described as growing, positive, stagnating, and dwindling respectively. The main areas of scientific cooperation between Russia and post-Soviet states were identified in general and for each partner country in particular, as well as the leading cooperating organizations, key areas of joint research, and major research sponsors. The comparative relevance of co-publications for the scientific community was evaluated through scientific citation indexes for each post-Soviet partner country and each key area of research. The valuable role of higher education institutions in maintaining scientific cooperation in the context of adverse political and economic environments was specified.


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