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Citation content analysis (CCA): A framework for syntactic and semantic analysis of citation content

Guo Zhang, Ying Ding, Staša Milojević
2013 Journal of the American Society for Information Science and Technology  
This paper proposes a new framework for Citation Content Analysis (CCA), for syntactic and semantic analysis of citation content that can be used to better analyze the rich sociocultural context of research  ...  Based on critical discussion of the theoretical necessity of a new method as well as the limits of citation analysis, the nature and purposes of CCA are discussed, and potential procedures to conduct CCA  ...  Based on this understanding, we have proposed a framework for the promising method --Citation Content Analysis (CCA), to conduct syntactic and semantic analysis of citation content.  ... 
doi:10.1002/asi.22850 fatcat:4nelyozvsnbodcyvgspojczfiq

Content-based citation analysis: The next generation of citation analysis

Ying Ding, Guo Zhang, Tamy Chambers, Min Song, Xiaolong Wang, Chengxiang Zhai
2014 Journal of the Association for Information Science and Technology  
Content-based citation analysis (CCA) addresses a citation's value by interpreting each based on their contexts at both syntactic and semantic level.  ...  Traditional citation analysis has been widely applied to detect patterns of scientific collaboration, map the landscapes of scholarly disciplines, assess the impact of research outputs, and observe knowledge  ...  The foundation of CCA seeks to explain the "how" and "why" of citation behavior either through syntactic and semantic analysis.  ... 
doi:10.1002/asi.23256 fatcat:7gethjhuzva4nejqnd4uthpogi

Content-based author co-citation analysis

Yoo Kyung Jeong, Min Song, Ying Ding
2014 Journal of Informetrics  
Author Co-citation Analysis (ACA) has long been used as an effective method for identifying the intellectual structure of a research domain, but it relies on simple co-citation counting, which does not  ...  The present study proposes a new method for measuring the similarity between co-cited authors by considering author's citation content.  ...  In recent years, Zhang et al. (2012) proposed a new framework for Citation Content Analysis (CCA) for syntactic and semantic analysis of citation content that can be used to better analyze the rich socio-cultural  ... 
doi:10.1016/j.joi.2013.12.001 fatcat:vidhqpxucjcsnp6ecedzfptdce

Characterizing References from Different Disciplines: A Perspective of Citation Content Analysis [article]

Chengzhi Zhang, Lifan Liu, Yuzhuo Wang
2021 arXiv   pre-print
This work takes articles in PLoS as the data and characterizes the references from different disciplines based on Citation Content Analysis (CCA).  ...  Citations mentioned in the Results and Discussion sections of articles are mainly in-discipline citations, such as citations from Nursing and Medicine in PLoS.  ...  Zhang et al. (2013) considered syntactic and semantic analysis and proposed a framework for CCA (Zhang, Ding and Milojević, 2013) .  ... 
arXiv:2101.07614v1 fatcat:ntq67eibbfe33lz4nthwgitoci

The influence of Elfreda Chatman's theories: a citation context analysis

Aurora González-Teruel, Francisca Abad-García
2018 Scientometrics  
The cites in context or theoretical incidents were analysed for frequency of citation in citing documents, the content of Chatman's work being cited, the context co-citation analysis, the citation style  ...  The analysis of citation in context has allowed us to draw a distinction between the author and her work, while verifying that not all cites are the same.  ...  as well as over time" (p. 1413), CCA is also a complement to traditional citation analysis which allows for syntactic and semantic analysis, as well as a quantitative and qualitative examination of the  ... 
doi:10.1007/s11192-018-2915-3 fatcat:eycn75una5eafbdsmjg33ljab4

The Effect of Content and Language Integrated Learning (CLIL) on Developing English Majors' Linguistic Competence and Critical Cultural Awareness

عمرو عبدالوهاب
2021 مجلة البحث العلمى فى التربیة  
To obtain data, a pre/post linguistic competence test and a pre/post CCA scale were designed to measure students' linguistic competence and CCA.  ...  The present study aimed to find out whether instruction using content and language integrated learning (CLIL) enhances English majors' linguistic competence and critical cultural awareness (CCA).  ...  For the present study purpose, linguistic competence refers to sophomore students' actual use of phonological, morphological, orthographic, syntactic and semantic knowledge.  ... 
doi:10.21608/jsre.2021.92283.1360 fatcat:u3ni5dcv2bcllmyoamn3dxiv4q

Identifying breakthrough scientific papers

Pavel Savov, Adam Jatowt, Radoslaw Nielek
2020 Information Processing & Management  
A B S T R A C T Citation analysis does not tell the whole story about the innovativeness of scientific papers.  ...  The proposed approach can complement existing citation-based measures of article importance and author contribution analysis; it opens as well novel research direction for time-based, innovation-centered  ...  • Can we offer a supplementary approach to traditional citation analysis for assessing the merit of publications?  ... 
doi:10.1016/j.ipm.2019.102168 fatcat:qvfdidqv25fyvc7stcahikxjfa

Data Citation and the Citation Graph

Peter Buneman, Dennis Dosso, Matteo Lissandrini, Gianmaria Silvello
2021 Quantitative Science Studies  
We identify two challenges: (i) to model the evolution of credit appropriately (through references) over time and (ii) to model data citation not only to a dataset treated as a single object but also to  ...  The citation graph is a computational artifact that is widely used to represent the domain of published literature.  ...  The distinction is crucial to our understanding of the citation graph. If we look at what goes in the body of a paper, we may find, for example, "Austen, J. ( 2004 ). pp 101-104".  ... 
doi:10.1162/qss_a_00166 fatcat:ebd7ippgkvdzpmwliymnvehvje

A Physical Metaphor to Study Semantic Drift [article]

Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos
2016 arXiv   pre-print
the semantic content of a vector field lends a new perspective for experimentation.  ...  In accessibility tests for digital preservation, over time we experience drifts of localized and labelled content in statistical models of evolving semantics represented as a vector field.  ...  ephemeral content of the historical web [1] , visualizing the evolution of image content tags [13] , or temporal topic detection without citation analysis [38] .  ... 
arXiv:1608.01298v1 fatcat:vnuohq7rqzggfcssttxaujyqsi

A Physical Metaphor To Study Semantic Drift

Sándor Darányi, Peter Wittek, Konstantinos Konstantinidis, Symeon Papadopoulos, Efstratios Kontopoulos
2016 Zenodo  
The study introduces a high-performance machine learning algorithm for the training of extremely large emergent self-organizing maps for exploratory data analysis.  ...  Understanding this phenomenon and being able to anticipate trends play a central role in the management and long-term access and reuse of digital collections.  ...  ephemeral content of the historical web [1] , visualizing the evolution of image content tags [13] , or temporal topic detection without citation analysis [38] .  ... 
doi:10.5281/zenodo.344922 fatcat:k2iqnztw55gxbft7tljuycfpqq

Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements [article]

Xin Guo, Yuming Chen, Jian Du, Erdan Dong
2021 arXiv   pre-print
), as well as the semantic type pairs (micro-level).  ...  Findings: The results indicated that while the number of scientific publications and total SPO triples showed a liner growth, the novel SPO triples occurring per year remained stable.  ...  Citation concept analysis (CCA): a new form of citation analysis revealing the usefulness of concepts for other researchers illustrated by exemplary case studies including classic books  ... 
arXiv:2112.02570v1 fatcat:62y2phfihzgp7gwbrdwrvfacba

A Survey of Automatic Text Summarization: Progress, Process and Challenges

M. F. Mridha, Aklima Akter Lima, Kamruddin Nur, Sujoy Chandra Das, Mahmud Hasan, Muhammad Mohsin Kabir
2021 IEEE Access  
This text volume is a precious source of information and knowledge that needs to be efficiently summarized.  ...  This paper outlines extractive and abstractive text summarization technologies and provides a deep taxonomy of the ATS domain.  ...  [316] Latent Semantic Analysis (LSA) Corpus of Contempo-rary Arabic (CCA) Euclidean Distance, Cosine etc.  ... 
doi:10.1109/access.2021.3129786 fatcat:6xmzmcgkfvbotgh5zq5ob6333m


Yehao Li, Ting Yao, Tao Mei, Hongyang Chao, Yong Rui
2016 Proceedings of the 2016 ACM on Multimedia Conference - MM '16  
For modeling the emotional view of videos, we incorporate visual sentiment, video content, and text comments into the learning of the embedding space.  ...  Video has become a predominant social media for the booming live interactions.  ...  RS: a beautiful lady. CCA-VT: you are very beautiful. CCA-... ... ... ... ... ... Table 2 : 2 Speed efficiency of our proposed framework for commenting on a five seconds' video.  ... 
doi:10.1145/2964284.2964320 dblp:conf/mm/LiYMCR16 fatcat:vuukgjtntvcl5fzwlm5txkg7ha

Related paper recommendation to support online-browsing of research papers

Manabu Ohta, Toshihiro Hachiki, Atsuhiro Takasu
2011 Fourth International Conference on the Applications of Digital Information and Web Technologies (ICADIWT 2011)  
A primary reason of such ambiguous NL requirements is syntactic and semantic ambiguities in a natural language such as English.  ...  To generate a semantically controlled NL representation, we propose the use of Semantic of Business Vocabulary and Rules (SBVR) standard.  ...  The SR-Elicitort parses the text first, which includes lexical processing (Tokenization, Sentence splitting, POS tagging and Morphological analysis) syntactic analysis and semantic analysis.  ... 
doi:10.1109/icadiwt.2011.6041413 fatcat:ac77mkwkdrb3jf2kycwmwgmme4

The Difference in Open Innovation between Open Access and Closed Access, According to the Change of Collective Intelligence and Knowledge Amount

Jinhyo Joseph Yun, Zheng Liu, Euiseob Jeong, Sangwoo Kim, Kyunghun Kim
2022 Sustainability  
The Scopus database on open and closed access journals was used for ordinary regression analysis.  ...  However, between 2013 and 2016, papers in open and closed access journals demonstrated the incentive effects of collective intelligence and references on citation and the moderating role of references  ...  the syntactic and semantic levels [23] .  ... 
doi:10.3390/su14052574 fatcat:suszkmtqgjefzjinecbpto7hwi
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