Existing methods for identifying scientific concepts can give ambiguous results, be used not for all areas of knowledge and applicable for detecting only a limited range of scientific concepts. An integrated approach to ontological modeling of the representation of scientific knowledge is proposed. The features of the development of conceptual principles for extracting scientific data on the correlation of multi-format elements and the nature of the relationship between the related concepts of open innovation are revealed.

1.
M.
Olmedilla
,
H.
Send
and
S.
Toral
,
Technol. Forecast. Soc. Change
146
,
133
147
(
2019
).
2.
J.
Füller
,
M.
Bartl
,
H.
Ernst
and
H.
Mühlbacher
,
Electron. Commer. Res.
6
,
57
73
(
2006
).
3.
H.
Lee
,
K.
Choi
,
D.
Yoo
,
Y.
Suh
,
S.
Lee
and
G.
He
,
Ind. Manag. Data Syst.
118
,
683
699
(
2018
).
4.
Y.
Guo
,
J.
Liu
,
W.
Tang
and
C.
Huang
,
Comput. Secur.
102
,
102156
(
2020
).
5.
T.
Yildiz
,
Procedia Comput. Sci.
158
,
498
507
(
2019
).
6.
Y.
Hakuk
and
Y.
Reich
,
Adv. Eng. Inform.
44
,
101080
(
2020
).
7.
J.
Morente-Molinera
,
G.
Kou
,
C.
Pang
,
F.
Cabrerizo
and
E.
Herrera-Viedma
,
Inf. Sci.
476
,
222
238
(
2019
).
8.
J.
Morente-Molinera
,
I.
Pérez
,
M.
Ureña
and
E.
Herrera-Viedma
,
Knowl. Based Syst.
74
,
49
60
(
2015
).
9.
S.
Calegari
and
D.
Ciucci
,
Appl. Fuzzy Sets Theory
4578
,
118
126
(
2007
).
10.
A.
Essayeh
and
M.
Abed
,
Procedia Comput. Sci.
60
,
403
412
(
2015
).
11.
P.
Giuseppe
and
D.
Talia
,
Data Knowl. Eng.
69
,
444
471
(
2010
).
12.
S.
Pavel
and
J.
Euzenat
,
IEEE Trans. Knowl. Data Eng.
25
,
158
176
(
2013
).
13.
G.
Deepak
,
N.
Kumar
and
D.
Santhanavijayan
,
Procedia Comput. Sci.
167
,
737
746
(
2020
).
14.
A.
Doan
and
A.
Halevy
,
AI Mag.
26
,
83
201
(
2005
).
15.
Y.
Chen
,
C.
Chen
,
M.
Horowitz
,
H.
Hou
,
Z.
Liu
and
D.
Pellegrino
,
J. Informetrics
3
,
191
209
(
2009
).
16.
Y.
Gil
,
M.
Greaves
,
J.
Hendler
and
H.
Hirsh
,
Science
346
,
171
172
(
2014
).
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