Editorial Material
Computer Science, Hardware & Architecture
John Markoff
Summary: Exploring an important hidden chapter in computing history.
COMMUNICATIONS OF THE ACM
(2022)
Letter
Computer Science, Interdisciplinary Applications
Jeremiah Joven Joaquin, Raymond R. Tan
Summary: Short communications are important in academic journal publishing as they promote scholarly debate, but their prestige and popularity have been declining in the present academic setting.
Article
Computer Science, Artificial Intelligence
Yunmei Liu, Min Chen
Summary: Triangular citation, with its formation mechanism lying in the indirect citation between Literature A and Literature C, has been studied in this research by analyzing citation content similarity. It was found that followers C appear more frequently in triangular citations, and factors such as language differences contribute to the high similarity in citation content.
APPLIED SOFT COMPUTING
(2021)
Article
Computer Science, Information Systems
Feiheng Luo, Aixin Sun, Aravind Sesagiri Raamkumar, Mojisola Erdt, Yin-Leng Theng
Summary: Researchers have found that papers receiving citation promoters at an early age experience a rapid growth in citation counts, outperforming other papers in the long term. Additionally, a classification model was developed to predict whether a citing paper would be a citation promoter for its cited paper.
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
(2021)
Article
Computer Science, Interdisciplinary Applications
Linhong Xu, Kun Ding, Yuan Lin
Summary: This paper examines the citations of papers in the field of SVM and finds that negative citations do not reduce the impact of the cited papers. Instead, papers with a certain ratio of negative citations tend to have a higher impact. Negative citations also exhibit different characteristics at different stages of SVM development, and they contribute to the improvement of this technology.
Article
Biotechnology & Applied Microbiology
James W. Weis, Joseph M. Jacobson
Summary: This study introduces a machine learning framework called DELPHI to predict long-term impact research papers in the field of biotechnology. The framework provides early warning signals for impactful research by autonomously learning relationships among features in scientific literature. DELPHI has demonstrated the ability to correctly identify key biotechnologies and predict high-impact research papers in the future.
NATURE BIOTECHNOLOGY
(2021)
Article
Communication
Clare O'Connor
Summary: Citing historical events can inspire current actions, help evaluate the characteristics and potential of present actions, as well as remind us of the promise of past actions and the limitations of current political conceptions.
INTERNATIONAL JOURNAL OF COMMUNICATION
(2022)
Article
Computer Science, Interdisciplinary Applications
Frederique Bordignon
Summary: This study investigates critical citations and finds that their definition lacks consistency. However, they play an important role in knowledge construction and citation analysis. The study proposes three functions for critical citations: criticism, comparison, and questioning, as well as highlighting the lexical and grammatical markers that should be considered in the design of citation polarity detection tools.
Article
Computer Science, Interdisciplinary Applications
Chaker Jebari, Enrique Herrera-Viedma, Manuel Jesus Cobo
Summary: In recent years, there has been a growing interest in recommending scientific articles based on citation context. This paper presents a comparative analysis of recent studies on context-aware citation recommendation and identifies four gaps in the research, including citation context extraction, classification, temporal and structural aspects, and benchmarking datasets. This study can assist researchers in further exploring these gaps.
Article
Computer Science, Interdisciplinary Applications
Yunmei Liu, Liu Yang, Min Chen
Summary: This paper introduces the concept of triangular citation that combines direct citation, co citation and bibliographic coupling, and defines three kinds of literature used in triangular citation. The experimental sample from CNKI database shows the existence of triangular citations in the actual citation network with a high coverage rate. The analysis of triangular citation sample data reveals different characteristics and conclusions from various perspectives.
JOURNAL OF INFORMETRICS
(2021)
Article
Computer Science, Interdisciplinary Applications
Indra Budi, Yaniasih Yaniasih
Summary: Traditional citation analyses have limitations in using quantitative methods only. This article proposes a deep learning model to classify citation meanings automatically, including sentiment, role, and function. The proposed model is compared with classic models and shows good performance in classifying citation meanings. The study also reveals similar patterns of citation meaning across different fields of science. The automatic classification metric achieves high scores, especially for unbalanced datasets. The ability to classify citation meanings automatically is important for analyzing big data of journal citations.
Article
Computer Science, Artificial Intelligence
Jinzhu Zhang, Lipeng Zhu
Summary: This paper explores citation recommendation from the perspective of semantic representation of cited papers' relations and content. It designs four forms of citation context and extracts them as the content of cited papers, while also extracting co-citation relationships as cited papers' relations. After calculating the similarity among cited papers, a quantitative evaluation method based on link prediction is designed to identify the most appropriate form of citation content and the optimal method for recommendation.
EXPERT SYSTEMS WITH APPLICATIONS
(2022)
Article
Chemistry, Multidisciplinary
Shengnan Xu, Chen Si, Yang Li, Bing-Lin Gu, Wenhui Duan
Summary: The study reveals the existence of a satellite Gamma valley in monolayer MoS2, providing an additional relaxation path for holes and ensuring ultrafast valley depolarization. It may have significant implications for controlling valley depolarization in multivalley materials.
Article
Hospitality, Leisure, Sport & Tourism
Hasan Evrim Arici, Nagihan Cakmakoglu Arici, Mehmet Ali Koseoglu, Brian Edward Melville King
Summary: This study tracks the development of hospitality leadership research over the past sixty years through text mining analysis. Leadership development is highlighted as a predominant feature, while contemporary leadership behaviors also receive attention. Leadership styles have a significant impact on employees, and LMX (leader-member exchange) research is particularly prominent in the hospitality management field.
INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT
(2021)
Review
Computer Science, Interdisciplinary Applications
Wan Siti Nur Aiza, Liyana Shuib, Norisma Idris, Nur Baiti Afini Normadhi
Summary: Citations have a positive impact on researchers and academic development. Research on predicting citation counts has grown rapidly, but there is still a lack of comprehensive literature analysis on commonly used features and techniques.
