44 citations · 213 across the 22 of their papers we have counts for
23 papers
Gender Differences in Research Topic and Method Selection in Library and Information Science: Perspectives from Three Top Journals
Chengzhi Zhang, Siqi Wei, Yi Zhao +1
Research in the social sciences has shown that there are gender differences in the selection of research methods, with women often opting for qualitative methods while men prefer q…
Usage frequency and application variety of research methods in library and information science: Continuous investigation from 1991 to 2021
Chengzhi Zhang, Liang Tian, Heting Chu
The present study analyzed over 26,000 research articles published between 1991 and 2021 in twenty-one major LIS (Library and Information Science) journals, using the machine learn…
Automatic Recognition and Classification of Future Work Sentences from Academic Articles in a Specific Domain
Chengzhi Zhang, Yi Xiang, Wenke Hao +3
Future work sentences (FWS) are the particular sentences in academic papers that contain the author's description of their proposed follow-up research direction. This paper present…
Exploring the Distribution Regularities of User Attention and Sentiment toward Product Aspects in Online Reviews
Chenglei Qin, Chengzhi Zhang, Yi Bu
[Purpose] To better understand the online reviews and help potential consumers, businessmen, and product manufacturers effectively obtain users' evaluation on product aspects, this…
A Review on Method Entities in the Academic Literature: Extraction, Evaluation, and Application
Yuzhuo Wang, Chengzhi Zhang, Kai Li
In scientific research, the method is an indispensable means to solve scientific problems and a critical research object. With the advancement of sciences, many scientific methods…
Does Attention Mechanism Possess the Feature of Human Reading? A Perspective of Sentiment Classification Task
Lei Zhao, Yingyi Zhang, Chengzhi Zhang
[Purpose] To understand the meaning of a sentence, humans can focus on important words in the sentence, which reflects our eyes staying on each word in different gaze time or times…
Which structure of academic articles do referees pay more attention to?: perspective of peer review and full-text of academic articles
Chenglei Qin, Chengzhi Zhang
Purpose The purpose of this paper is to explore which structures of academic articles referees would pay more attention to, what specific content referees focus on, and whether the…
Using Hashtags to Analyze Purpose and Technology Application of Open-Source Project Related to COVID-19
Liang Tian, Chengzhi Zhang
COVID-19 has had a profound impact on the lives of all human beings. Emerging technologies have made significant contributions to the fight against the pandemic. An extensive revie…
Enhancing Identification of Structure Function of Academic Articles Using Contextual Information
Bowen Ma, Chengzhi Zhang, Yuzhuo Wang +1
With the enrichment of literature resources, researchers are facing the growing problem of information explosion and knowledge overload. To help scholars retrieve literature and ac…
Enhancing Keyphrase Extraction from Academic Articles with their Reference Information
Chengzhi Zhang, Lei Zhao, Mengyuan Zhao +1
With the development of Internet technology, the phenomenon of information overload is becoming more and more obvious. It takes a lot of time for users to obtain the information th…
Is Coronavirus-Related Research Becoming More Interdisciplinary? A Perspective of Co-occurrence Analysis and Diversity Measure of Scientific Articles
Yi Zhao, Lifan Liu, Chengzhi Zhang
The outbreak of coronavirus disease 2019 (COVID-19) has had a significant repercussion on the health, economy, politics and environment, making coronavirus-related issues more comp…
Impacts Towards a comprehensive assessment of the book impact by integrating multiple evaluation sources
Qingqing Zhou, Chengzhi Zhang
The surge in the number of books published makes the manual evaluation methods difficult to efficiently evaluate books. The use of books' citations and alternative evaluation metri…
Breaking Community Boundary: Comparing Academic and Social Communication Preferences regarding Global Pandemics
Qingqing Zhou, Chengzhi Zhang
The global spread of COVID-19 has caused pandemics to be widely discussed. This is evident in the large number of scientific articles and the amount of user-generated content on so…
Using Full-text Content of Academic Articles to Build a Methodology Taxonomy of Information Science in China
Heng Zhang, Chengzhi Zhang
Research on the construction of traditional information science methodology taxonomy is mostly conducted manually. From the limited corpus, researchers have attempted to summarize…
Characterizing References from Different Disciplines: A Perspective of Citation Content Analysis
Chengzhi Zhang, Lifan Liu, Yuzhuo Wang
Multidisciplinary cooperation is now common in research since social issues inevitably involve multiple disciplines. In research articles, reference information, especially citatio…
Chronological Citation Recommendation with Time Preference
Shutian Ma, Heng Zhang, Chengzhi Zhang +1
Citation recommendation is an important task to assist scholars in finding candidate literature to cite. Traditional studies focus on static models of recommending citations, which…
Enhancing Keyphrase Extraction from Microblogs using Human Reading Time
Yingyi Zhang, Chengzhi Zhang
The premise of manual keyphrase annotation is to read the corresponding content of an annotated object. Intuitively, when we read, more important words will occupy a longer reading…
Using the Full-text Content of Academic Articles to Identify and Evaluate Algorithm Entities in the Domain of Natural Language Processing
Yuzhuo Wang, Chengzhi Zhang
In the era of big data, the advancement, improvement, and application of algorithms in academic research have played an important role in promoting the development of different dis…
Analyzing Linguistic Complexity and Scientific Impact
Chao Lu, Yi Bu, Xianlei Dong +6
The number of publications and the number of citations received have become the most common indicators of scholarly success. In this context, scientific writing increasingly plays…
Examining Scientific Writing Styles from the Perspective of Linguistic Complexity
Chao Lu, Yi Bu, Jie Wang +4
Publishing articles in high-impact English journals is difficult for scholars around the world, especially for non-native English-speaking scholars (NNESs), most of whom struggle w…
Measuring Book Impact Based on the Multi-granularity Online Review Mining
Qingqing Zhou, Chengzhi Zhang, Star X. Zhao +1
As with articles and journals, the customary methods for measuring books' academic impact mainly involve citations, which is easy but limited to interrogating traditional citation…
Bilingual Terminology Extraction Using Multi-level Termhood
Chengzhi Zhang, Dan Wu
Purpose: Terminology is the set of technical words or expressions used in specific contexts, which denotes the core concept in a formal discipline and is usually applied in the fie…
Termhood-based Comparability Metrics of Comparable Corpus in Special Domain
Sa Liu, Chengzhi Zhang
Cross-Language Information Retrieval (CLIR) and machine translation (MT) resources, such as dictionaries and parallel corpora, are scarce and hard to come by for special domains. B…