Management Science
E87758
Management Science is a leading peer-reviewed academic journal that publishes research on quantitative and analytical approaches to management and decision-making across a wide range of business and organizational domains.
All labels observed (3)
| Label | Occurrences |
|---|---|
| Manag. Sci. | 1 |
| Management Science canonical | 1 |
| management science | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T737708 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Management Science Context triple: [INFORMS, publishes, Management Science]
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
INFORMS
INFORMS is a leading international professional society for operations research and analytics, dedicated to advancing research, education, and the application of quantitative methods to decision-making.
-
C.
Department of Computational Applied Mathematics and Operations Research
The Department of Computational Applied Mathematics and Operations Research is an academic unit specializing in advanced mathematical modeling, optimization, and computational methods for solving complex real-world problems.
-
D.
Administrative Behavior
Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
-
E.
Economic Sciences
Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Management Science Target entity description: Management Science is a leading peer-reviewed academic journal that publishes research on quantitative and analytical approaches to management and decision-making across a wide range of business and organizational domains.
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
INFORMS
INFORMS is a leading international professional society for operations research and analytics, dedicated to advancing research, education, and the application of quantitative methods to decision-making.
-
C.
Department of Computational Applied Mathematics and Operations Research
The Department of Computational Applied Mathematics and Operations Research is an academic unit specializing in advanced mathematical modeling, optimization, and computational methods for solving complex real-world problems.
-
D.
Administrative Behavior
Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
-
E.
Economic Sciences
Economic Sciences is the academic discipline that studies how individuals, businesses, governments, and societies allocate scarce resources and make decisions about production, distribution, and consumption.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
academic journal
ⓘ
peer-reviewed journal ⓘ scientific journal ⓘ |
| academicDiscipline |
applied mathematics
ⓘ
business administration ⓘ decision sciences ⓘ economics ⓘ management ⓘ management science ⓘ operations research ⓘ |
| articleType |
case-based quantitative analyses
ⓘ
empirical studies ⓘ methodological papers ⓘ research articles ⓘ theoretical papers ⓘ |
| countryOfPublication |
United States of America
ⓘ
surface form:
United States
|
| hasAbbreviation |
Management Science
self-linksurface differs
ⓘ
surface form:
Manag. Sci.
|
| languageOfWorkOrName | English ⓘ |
| mainSubject |
analytical approaches to management
ⓘ
business analytics ⓘ data-driven decision-making ⓘ decision-making in organizations ⓘ finance and risk management ⓘ information systems ⓘ marketing science ⓘ operations management ⓘ operations research applications ⓘ organizational behavior with quantitative methods ⓘ quantitative approaches to management ⓘ strategy and management ⓘ |
| methodologicalFocus |
decision analysis
ⓘ
econometric analysis ⓘ game theory ⓘ optimization ⓘ quantitative modeling ⓘ simulation ⓘ statistical analysis ⓘ stochastic modeling ⓘ |
| publicationType | scholarly journal ⓘ |
| publishedBy |
INFORMS
ⓘ
surface form:
Institute for Operations Research and the Management Sciences
|
| publisher | INFORMS ⓘ |
| reviewProcess | peer review ⓘ |
| scope |
wide range of business domains
ⓘ
wide range of organizational domains ⓘ |
| targetAudience |
academic researchers
ⓘ
business school faculty ⓘ doctoral students ⓘ management scientists ⓘ practitioners interested in quantitative management ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Management Science Description of subject: Management Science is a leading peer-reviewed academic journal that publishes research on quantitative and analytical approaches to management and decision-making across a wide range of business and organizational domains.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Manag. Sci.
this entity surface form:
management science