Text Analysis: Based on the 2020 National Social Science Fund Annual Project-Library Information and Bibliography Project List

1. Basic overview:

The 2020 National Social Science Fund annual project and youth project list has been announced on the evening of September 9, 2020 ( official announcement ). This article takes the annual project titles that have been approved in the discipline of "Library, Information and Documentation" as the analysis objects , using the tool NLPIR-Paser . (for entertainment, for reference only)

• As usual, let’s sort out the composition of the projects approved this year. In 2020, there are 116 projects approved for the "Library, Information and Documentation" project, including 9 key projects and 107 general projects. The organization distribution of the project leaders is shown in the figure below:

• Institutions with more than 1 project number are listed in the table below:

sequence	mechanism	quantity	sequence	mechanism	quantity	sequence	mechanism	quantity
1	Beijing University	6	7	Anhui University	2	13	Sichuan University	2
2	Xiangtan University	5	8	Beihua University	2	14	Tianjin Normal University	2
3	Renmin University of China	4	9	Fujian Normal University	2	15	Wuhan University	2
4	Sun Yat-sen University	4	10	He Bei University	2	16	Tibet University	2
5	Nanjing University	3	11	Huzhou Normal University	2	17	Southwest University	2
6	Shanghai University	3	12	Huazhong Normal University	2	18	Zhengzhou University	2

2. Text Analytics: Data Sources

• The following are the specific titles of the 116 annual projects, among which the ones in bold and * are key projects, and the rest are general projects.

Research on the discipline construction and innovation of Chinese library science *
Collation and research on unpublished manuscripts of the Ming Dynasty in Peking University Library *
History of court books in the Ming Dynasty *
Research on the innovation of national intelligence work system under the overall national security concept *
Evolution mechanism of major emergencies based on the map of affairs Research *
Research on domain knowledge processing and organization model in big data environment *
Research on key issues and platform construction of unified discovery of open scientific datasets *
Research on precise information service in online health communities from the perspective of mental account theory *
Research on the history of archives in New China *
Yan'an period Collation and research of red literature Research
on the construction of China's ancient book protection policy and legal system Research on the history of Chinese
and foreign reading promotion academic thoughts History of
Chinese library management thought History of
library learning space construction from the perspective of environmental psychology Research on the construction of library learning
space from the perspective of public culture Research on risk control Research on
the dissemination and acceptance of modern library concepts from the perspective of newspapers and periodicals
Research on social value recognition of libraries during the Republic of China Research on
the intelligent mechanism of digital reading promotion for children in AI empowered public libraries Research on
classic reading from the perspective of cultural confidence
Reading promotion minority Research on the cultivation of national talents and its incentive mechanism Research
on the national digital humanities network infrastructure for humanities research Research on
the theory and method of compiling children's recommended bibliography Research on the
cognitive search model integrating multiple knowledge organization
systems Behavioral Research
Theoretical and Practical Research on the Digitalization of Library Cataloging Research
on the Collection, Arrangement and Database Construction of Tibetan South China Sea Data in Taiwan
The construction of digital local chronicles from the perspective of digital humanities
The collection, arrangement and research of Chinese excellent family traditions and precepts based on the genealogy of the Central Plains The collection, compilation and digitization of oral
historical materials of Nuo opera in Meishan in central Hunan
Research and research
System construction and empirical research on intellectual property information service performance evaluation of university libraries Research on
the third-party evaluation mechanism of government purchase of library services Research
on the construction of national information literacy framework and promotion strategies Investigation
and research on the existing Northern Song Dynasty prints at home
and abroad Collation and research on orphaned classics
General examination and research on local chronicles in Zhejiang Province
Research on reading bibliography and reading behavior in the diaries of Wenzhou scholars in the late Qing Dynasty and early Republic of China
Collection and database construction of unpublished Chinese character stone inscriptions in Guizhou
Construction
Research on catalog collation of Tibetan ancient books and database construction (Tibetan)
Collation and research on posters of Chinese operas and operas collected in Japan Research
on "Guyi Series" from the perspective of Sino-Japanese Chinese book exchange Research on oral
historical materials of endangered traditional skills in Wuling ethnic areas Research on
collection and protection Utilization of treasures in the Potala Palace Collation and research on the Sanskrit texts of Ji's writings Collation and research on
women's inscriptions from Wei, Jin to Sui and Tang Dynasties Collation and research on
Yunnan folk historical documents Collation
and research on land contract documents in Kalu script unearthed in Xinjiang Collation and research on land contracts
unearthed in Han Dynasty Document collation and comprehensive research on "Cang Jie Pian" in Jian
's "Cangjie Pian" Collation, translation and research of Dunhuang Tibetan Mahayan Zen literature
Collation and research on Dunhuang Tibetan ethics literature
Knowledge graph construction and application scenario recommendation research of information science research methods
Research on the Influencing Factors, Mechanism and Improvement Path of Government Social Media Information Effectiveness Research
on the Spatio-temporal Law and Mechanism of Policy Diffusion Based on Policy Text Citation Analysis Research on the
Collaborative Supervision Mechanism of Personal Information Circulation in the Open Sharing of Government Big Data
Information Cocoon Formation Mechanism and Governance Mechanism Research Research
on Emotional Experience and Effectiveness in Information Acquisition of Government Social Media Users Research on the
Detection of Emerging Trends in Information Science Based on Multi-source Data Research
on the Construction of Government Data Opening Overall Capabilities Based on the Knowledge View Data Science Paradigm and Its Evolution Research on Big Data
Based on Full Text Analysis
Research on intelligent mining and recommendation of multi-modal crisis intelligence in emergencies in the environment Research on
user privacy risk and privacy protection in the environment of intelligent networking Research on
the development and utilization mechanism of open source intelligence at home and abroad under the product thinking
Pseudo-health based on multi-source heterogeneous data Research on Discrimination and Intervention of Information Diffusion Mode Research
on Construction of Network Rumor Identification System for Major Emergencies from the Perspective of Dissemination Characteristics Research on
Large-Scale Intelligence Monitoring Supervision and Restriction Issues from the Perspective of Information Governance System and Governance Ability Modernization
Risks of New Ventures Based on "Internet +" Thinking Research on Identification and Competitive Intelligence Early Warning Research
on Competitive Intelligence Linkage Supply Service Model Oriented to Regional Scientific and Technological Innovation Research on
Network Public Opinion Guidance Mechanism and Emergency Decision Optimization under Public Health Emergencies Research on
the Evolution of Network Information Ecosystem Based on System Dynamics Research on
Social Media Privacy Information Leakage Research on risk assessment, protection and traceability mechanism Research
on emergency information acquisition for vulnerable groups in major public health events Research
on data quality of electronic medical records based on data semantics Research
on network opinion bias and intervention strategies based on information control
Current drug innovation based on biomedical entity network Value Discovery Research
Research on Semantic Organization of Personal Medical Information and Multi-granularity Credible Traceability Method Based on Blockchain Research on
Mining and Application of Special Collections of Scientists' Letters Research
on Automatic Construction and Long-term Evolution of Intangible Cultural Heritage Knowledge Graph from the Perspective of Digital Humanities Research
on Big Data Knowledge Ecology in Open Innovation Environment Research on system co-evolution and wisdom emergence Research on
knowledge organization and knowledge map construction of traditional Chinese and Western medicine in the era of big data Research on the evolution
mechanism of mass events based on natural language processing Research
on semantic knowledge mining based on sign language vocabulary corpus Research on
barriers and assistance in the use of electronic public services for information disadvantaged groups Mechanism research Research
on patent recommendation technology based on patent map and enterprise portrait Research on
user information behavior of online knowledge payment platform from the perspective of emotional experience Research on
the construction of user portraits of daily life risks of stroke based on knowledge rules Research on
social media user information in major public health emergencies Behavior and Utilization Research Research
on the Construction of Online Healthy Community User Profile and Its Participation Behavior Impact Mechanism Research
on the Occurrence Mechanism and Overall Governance of Rural Residents' Information Poverty from the Perspective of Feasible Ability Research
on the Fine Processing of User Information and Healthy Behavior in Online Healthy Community
Based on New Media Research on the mechanism of users' academic search behavior Research on
the linkage mechanism and promotion strategy of user information fine processing and health behavior in online health communities Research on the evolution law of
knowledge structure in the process of "searching is learning" for health information users Research
on the open peering of scientific papers based on blockchain Review Quality Control Research
Theoretical and Empirical Research on Disruptive Innovation Evaluation of Academic Literature Empirical Research on
Think Tanks Using Social Media to Influence Policy Process
Innovative Research on China's Science and Technology Talent Evaluation Theory, Method System and Implementation Mechanism
From the Governance Perspective of Mobile Social Network Dating User Privacy Protection Mechanism and countermeasure research
Research on the comprehensive evaluation of the influence of interdisciplinary research from multiple perspectives Research on the
evolution path and migration rules of scholars' research interests from the perspective of self-citation Research
on the mechanism and method of collaborative knowledge construction based on technology integration Research on
accurate recommendation services for digital resources integrating trust computing and deep learning
Research on the management mechanism of mainstream media information resources in the era of big data Research on
the calculation of health information credibility based on knowledge graph reasoning Research on
the formation mechanism and identification methods of emerging technologies from the perspective of evolution Research on
the governance system of digital archives resources under the background of smart society Research on
national intangible cultural heritage digital Research on the Collaborative Integration Mechanism of Archives Resources
Comprehensive Archives Social Influence Evaluation and Improvement Strategy Research on
the Concept and Model of Single-track Management of Electronic Documents in Large-scale Engineering Projects Research on the
Newly Discovered Xian Dwelling Folk Historical Archives Collation and Database Construction
Information Network Technology Driven Archives Mobile Services Research on innovation path Research
on the memory construction and inheritance of community archives in China Research on the construction
of archives data governance standard system in the big data environment Research on the emotional experience and guidance mechanism of social media users in major
emergencies Research on local archives and their management in ancient Tibet, research on collaborative cooperation and service transformation of archives departments

 3. Text Analysis: Keyword Extraction

• The following table shows the top 33 keywords by weight, and the complete KeyList will be uploaded later.

words	Weights	word frequency	words	Weights	word frequency	words	Weights	word frequency
information	16.27	23	reading promotion	10.37	3	Competitive Intelligence	7.76	2
major emergency	14.55	3	network	9.59	8	ecosystem	7.76	2
User Information Behavior	13.8	2	Serve	9.55	9	Guidance mechanism	7.76	2
Knowledge map construction	13.8	2	Research	9.54	116	open data	7.76	2
User portrait construction	13.79	2	user	9.29	12	privacy protection	7.76	2
public health event	13.55	3	Documentation	8.57	4	Access to information	7.76	2
social media user	13.55	3	governance	8.56	7	Vulnerable Groups	7.76	2
Knowledge	13.32	15	intelligence	8.56	7	user privacy	7.76	2
data	12.18	16	evolution	8.47	6	Collect and organize	7.76	2
library	11.57	12	system	8.4	7	digital humanities	7.59	3
file	11.46	10	knowledge organization	7.76	2	database construction	7.58	4

• The picture below is the word cloud automatically generated by NLPIR (not meaningful, for reference only)

4. Text Analysis: Entity Extraction

4.1 Keyword entity

• info/n/16.27/23#
• Major emergencies/n_new/14.55/3#
• User Information Behavior/n_new/13.80/2#
• Knowledge graph construction/n_new/13.80/2#
• User portrait construction/n_new/13.79/2#
• Public Health Events/n_new/13.55/3#
• Social Media User/n_new/13.55/3#
• Knowledge/n/13.32/15#
• data/n/12.18/16#
• Library/n/11.57/12#

4.2 Time (epoch) entity

• Ming Dynasty
• modern
• Northern Song Dynasty
• Late Qing Dynasty and Early Republic of China
• Wei Jin
• Sui and Tang Dynasties
• Qing Dynasty

4.3 Country Entities

• China
• Japan

4.4 Toponymic entities

• China
• Japan
• Taiwan
• Tibet
• Xinjiang
• zhejiang
• Yunnan
• Yan'an
• Guizhou
• wenzhou
• Dunhuang
• South China Sea
• Central Plains
• Potala Palace
• Xiangjiang
• Wuling

5. Closing babble 

After several months of waiting, this year's National Social Science Fund has finally won the lottery. I don't know which ones are happy and which ones are sad? This article is an impromptu pastime for the author to read the news about the list after dinner, and the content is ( extremely ) rough. There is neither data cleaning nor result verification, and it is released at will, blog (pian) Jun (dian) one (ji) read (liang). To get back to the topic, for the majority of green peppers (middle peppers?), although winning the fund means a double harvest of spiritual and material resources, it is ultimately an involuntary game in which there are too many monks and too little porridge. A book that wins must have something special, and a book that doesn't win doesn't necessarily mean it's a dwarf. Congratulations to everyone for finally getting rid of the embarrassing situation of daily N brushing the official website of Zheshe Office (or Xiaomuchong?), it's time to pack your bags and look forward ^_^