Entity Standards

We use a knowledge graph to store and manage academic resources.

Relationships Between Different Entities

diff

In this diagram, circles represent entities .

Entity	Description
Paper	Corresponds to a specific academic paper.
Researcher	Individual academic researchers.
Affiliation	Organizations involved in scientific research.
Scholarly sourcess	Journals, conferences, or websites.
Field of Study	Specific area of academic research or expertise.

This diagram shows the possible relationships between different entities, with a paper as the central focus of the minimal whole.

Relationships Among Same Entities

com1 Relationships between papers include "cites" and "is cited by", which can expand into an entire knowledge graph network.

com2 Relationships between researchers, for co-authors of the same paper, can be identified as "collaborators".

com3 Relationships between scholarly sourcess, for journals and conferences in the same research field, can be identified as "Co field".

com4 Relationships between field of Study,if the fields are related, we mark the relationship as "related"

com5 if two fields have a hierarchical relationship, we use the term 'Branch of' to describe the relationship

Attributes

Currently, there are the following attributes for these four different entities:

Paper Attributes

Attribute	File Type	Description	Example
Title	String	The title of the paper	"Deep Learning for Natural Language Processing"
Abstract	String	A brief summary of the paper	"This paper explores various deep learning models..."
Source	String	The origin or the publisher of the paper	"IEEE Transactions on Neural Networks"
CitationCount	Integer	The number of times the paper has been cited	150
CitedBy	Integer	Number of references within the paper	30
PublicationDate	String	The date when the paper was published	2021-06-15
JournalIssue	String	The issue of the journal in which the paper appeared	"Vol. 29, No. 5"
OriginalTextLink	String	Link to the original paper, adaptable for versions	"https://www.examplejournal.org/article12345"
ReadpaperReadingLink	Class	Links to read the paper on Readpaper platform	"https://readpaper.com/pdf-annotate/note?pdfId=1234"
CitationFormat	Class	Various citation formats as detailed on Readpaper	"APA, MLA, Chicago styles"
InclusionStatus	String	Status of the paper’s inclusion in databases	"SCI, EI Indexed"
JCR_Division	String	Journal Citation Reports division	"Q1"
Impact_Factor	Float	The impact factor of the journal	7.89
DOI	String	The Digital Object Identifier of the paper	"10.1000/xyz123"
Keywords	String	Key terms associated with the paper	"machine learning, natural language processing, neural networks"
FundingInformation	String	Details of financial support for the research	"Funded by the National Science Foundation under grant no. XYZ1234"
AcceptanceDate	String	The date when the paper was accepted by the journal	"2021-05-10"
ArticleType	String	The type of the paper, e.g., review, research, etc.	"Research Article"
PeerReviewStatus	String	The status of the peer review process	"Double-blind peer reviewed"

Researcher Attributes

Attribute	File Type	Description	Example
ProfilePage	String	Default personal profile page URL on the ReadPaper platform	"https://readpaper.com/author/1234"
ProfilePicture	String	URL for the researcher's profile picture	"https://example.com/profile_picture.jpg"
Name	String	Full name of the researcher	"Dr. Jane Doe"
TotalWorks	Integer	Total number of published works as a string	35
Email	String	Contact email address as a string	"jane.doe@example.com"
TotalCitations	Integer	Total number of times the researcher's works have been cited as a string	1200
ResearchFields	String	Areas of research expertise listed as a string	"Machine Learning, Computational Linguistics, Data Privacy"
PersonalSummary	String	Brief biography or summary of academic focus	"Dr. Jane Doe has been a leading figure in computational linguistics..."
EducationBackground	String	Educational history including degrees and institutions	"Ph.D. in Computer Science, MIT"
WorkExperience	String	Summary of past and current positions as a string	"Senior Research Scientist at Google AI, previously professor at Stanford University"
SocialMediaLinks	String	Links to the researcher's social media profiles	"Twitter: @DrJaneDoe, LinkedIn: linkedin.com/in/janedoe"
OfficeAddress	String	Physical location of the researcher's office	"Room 404, Science Building, Stanford University"
ResearchGroup	String	Name and link to the researcher's research group or lab	"Machine Learning Lab, https://mlab.stanford.edu"
AcademicAwards	String	Academic awards or honors the researcher has received	"ACM Fellow, IEEE Best Paper Award"
AcademicService	String	Service roles the researcher has in academic journals or conferences	"Editor for Nature Machine Intelligence, Chair for NeurIPS 2023"
Patents	String	Patents that the researcher holds or co-holds	"US9876543 - Methods of improving neural network efficiency"
Lectures	String	Important lectures or talks given by the researcher	"Keynote Speech at ICCV 2021"
ResearchGrants	String	Grants received by the researcher for ongoing or completed research	"NSF Grant #123456 for Research on AI Ethics"
AcademicInterests	String	Specific academic interests of the researcher	"Deep Learning, Ethical AI, Data Security"

Scholarly sourcess Attributes

Attribute	File Type	Description	Example
ResearchFields	String	Primary research areas covered by the publisher	"Computer Science, Artificial Intelligence"
Year	Integer	The year of establishment or the year relevant to the context	1997
Website	String	URL of the publisher's official website	"https://www.examplepublisher.com"
Name	String	Name of the publisher	"Springer"
ImpactFactor	Float	Journal's impact factor if applicable	5.312
Type	String	The category of the publisher: journal, conference, or website	"Journal"
EditorialOfficeAddress	String	Address of the journal or conference editorial office	"1234 Journal St, Cambridge, MA 02139"
ISSNNumber	String	International Standard Serial Number for the journal	"1234-5678"
ConferenceLocation	String	Specific location where the conference is held	"Las Vegas Convention Center, Las Vegas, NV"
ConferenceDates	String	Dates during which the conference takes place	"2024-09-10 to 2024-09-13"
AcceptedPaperTypes	String	Types of papers accepted by the journal or conference	"Full papers, Abstracts, Poster presentations"
ReviewPeriod	String	Average time from paper submission to acceptance notification	"3 months"
Organizers	String	Organizations that host the journal or conference	"IEEE"
KeynoteSpeakers	String	Keynote speakers at the conference	"Dr. John Smith, Prof. Alice Johnson"
SubmissionDeadline	String	Deadline for paper submissions	"2024-05-01"
ConferenceFrequency	String	Frequency of the conference	"Annually"

Affiliation Attributes

Attribute	File Type	Description	Example
Name	String	The official name of the Affiliation	"Massachusetts Institute of Technology"
Location	String	Geographic location of the Affiliation	"Cambridge, Massachusetts, USA"
ResearchFields	String	Primary areas of research focus	"Computer Science, Biology, Engineering"
InstitutionType	String	Nature of the affiliation: commercial company or school	"School"
EstablishedYear	Integer	Year when the institution was established	1861
NumberOfStudents	Integer	Total number of students enrolled	11000
AcademicStaff	Integer	Number of academic staff members	1000
CampusArea	String	Size or description of the campus area	"168 acres"
Website	String	URL of the institution's official website	"https://www.mit.edu"
Accreditation	String	Accreditation status and accrediting organization	"Regionally accredited by the New England Commission"
Ranking	String	Academic ranking or position in global or national lists	"Ranked #1 in Engineering globally by QS World Rankings"
LibrarySize	String	Description or size of the institution's library collections	"Over 3 million volumes"
AlumniNetworkSize	Integer	Number of registered members in the institution’s alumni network	130000
InternationalStudents	String	Percentage or number of international students	"10,000 students or 30%"

Field of Study Attributes

Attribute	Type	Description	Example
Name	String	The official name of the Research Field	"Artificial Intelligence"
Description	String	Brief overview or summary of the research field	"Study of algorithms that automatically improve through experience."
Keywords	String	Key terms associated with the field	"Machine learning, neural networks, deep learning"
Main Research Questions	String	Core questions or focus areas within the field	"How can machines learn from data?"
Theoretical Basis	String	Core theories or models in the field	"Statistical learning theory"
Methodologies	String	Common research methods or techniques used	"Supervised learning, unsupervised learning"
Leading Scholars	String	Prominent researchers or scholars in the field	"Andrew Ng, Geoffrey Hinton"
Key Publications	String	Important books, papers, or journals in the field	"Journal of Machine Learning Research"
Related Disciplines	String	Other academic disciplines related to the field	"Statistics, computer science, cognitive science"
Main Research Institutions	String	Major universities or institutions focusing on the field	"Stanford University, MIT"

Public Attributes

Attribute	Type	Description	Example
ID	Integer	Unique identifier for each record in the database	12345
DeletionMark	Boolean	Indicator whether the record is marked for deletion	false
EntryDate	DateTime	Timestamp when the record was entered into the database	"2024-09-12T14:00:00Z"