International Journal of Data Mining, Modelling and Management

Facilitating transformation from data to information to knowledge is paramount for organisations. Companies are flooded with data and conflicting information, but with limited real usable knowledge. However, rarely should a process be looked at from limited angles or in parts. Isolated islands of data mining, modelling and management (DMMM) should be connected. IJDMMM highlightes integration of DMMM, statistics/machine learning/databases, each element of data chain management, types of information, algorithms in software; from data pre-processing to post-processing; between theory and applications. Topics covered include: -Artificial intelligence- Biomedical science- Business analytics/intelligence, process modelling- Computer science, database management systems- Data management, mining, modelling, warehousing- Engineering- Environmental science, environment (ecoinformatics)- Information systems/technology, telecommunications/networking- Management science, operations research, mathematics/statistics- Social sciences- Business/economics, (computational) finance- Healthcare, medicine, pharmaceuticals- (Computational) chemistry, biology (bioinformatics)- Sustainable mobility systems, intelligent transportation systems- National security

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Quartiles

The set of journals have been ranked according to their SJR and divided into four equal groups, four quartiles. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values.

Category	Year	Quartile
Computer Science Applications	2009	Q4
Computer Science Applications	2010	Q3
Computer Science Applications	2011	Q3
Computer Science Applications	2012	Q3
Computer Science Applications	2013	Q4
Computer Science Applications	2014	Q3
Computer Science Applications	2015	Q3
Computer Science Applications	2016	Q4
Computer Science Applications	2017	Q4
Computer Science Applications	2018	Q3
Computer Science Applications	2019	Q3
Computer Science Applications	2020	Q4
Computer Science Applications	2021	Q4
Computer Science Applications	2022	Q4
Computer Science Applications	2023	Q4
Management Information Systems	2009	Q4
Management Information Systems	2010	Q3
Management Information Systems	2011	Q2
Management Information Systems	2012	Q2
Management Information Systems	2013	Q3
Management Information Systems	2014	Q3
Management Information Systems	2015	Q3
Management Information Systems	2016	Q4
Management Information Systems	2017	Q3
Management Information Systems	2018	Q3
Management Information Systems	2019	Q3
Management Information Systems	2020	Q4
Management Information Systems	2021	Q4
Management Information Systems	2022	Q4
Management Information Systems	2023	Q4
Modeling and Simulation	2009	Q4
Modeling and Simulation	2010	Q4
Modeling and Simulation	2011	Q3
Modeling and Simulation	2012	Q3
Modeling and Simulation	2013	Q4
Modeling and Simulation	2014	Q3
Modeling and Simulation	2015	Q4
Modeling and Simulation	2016	Q4
Modeling and Simulation	2017	Q4
Modeling and Simulation	2018	Q3
Modeling and Simulation	2019	Q3
Modeling and Simulation	2020	Q4
Modeling and Simulation	2021	Q4
Modeling and Simulation	2022	Q4
Modeling and Simulation	2023	Q4

SJR

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

Year	SJR
2009	0.178
2010	0.222
2011	0.317
2012	0.357
2013	0.212
2014	0.308
2015	0.221
2016	0.178
2017	0.209
2018	0.264
2019	0.331
2020	0.151
2021	0.182
2022	0.146
2023	0.170

Total Documents

Evolution of the number of published documents. All types of documents are considered, including citable and non citable documents.

Year	Documents
2008	6
2009	14
2010	20
2011	19
2012	21
2013	17
2014	27
2015	17
2016	22
2017	19
2018	16
2019	19
2020	19
2021	20
2022	20
2023	20

Citations per document

This indicator counts the number of citations received by documents from a journal and divides them by the total number of documents published in that journal. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. The two years line is equivalent to journal impact factor ™ (Thomson Reuters) metric.

Cites per document	Year	Value
Cites / Doc. (4 years)	2008	0.000
Cites / Doc. (4 years)	2009	0.833
Cites / Doc. (4 years)	2010	1.250
Cites / Doc. (4 years)	2011	0.975
Cites / Doc. (4 years)	2012	0.864
Cites / Doc. (4 years)	2013	0.595
Cites / Doc. (4 years)	2014	0.649
Cites / Doc. (4 years)	2015	0.571
Cites / Doc. (4 years)	2016	0.549
Cites / Doc. (4 years)	2017	0.518
Cites / Doc. (4 years)	2018	0.765
Cites / Doc. (4 years)	2019	1.000
Cites / Doc. (4 years)	2020	0.645
Cites / Doc. (4 years)	2021	0.630
Cites / Doc. (4 years)	2022	0.541
Cites / Doc. (4 years)	2023	0.718
Cites / Doc. (3 years)	2008	0.000
Cites / Doc. (3 years)	2009	0.833
Cites / Doc. (3 years)	2010	1.250
Cites / Doc. (3 years)	2011	0.975
Cites / Doc. (3 years)	2012	0.849
Cites / Doc. (3 years)	2013	0.433
Cites / Doc. (3 years)	2014	0.509
Cites / Doc. (3 years)	2015	0.431
Cites / Doc. (3 years)	2016	0.475
Cites / Doc. (3 years)	2017	0.500
Cites / Doc. (3 years)	2018	0.879
Cites / Doc. (3 years)	2019	1.035
Cites / Doc. (3 years)	2020	0.556
Cites / Doc. (3 years)	2021	0.519
Cites / Doc. (3 years)	2022	0.517
Cites / Doc. (3 years)	2023	0.695
Cites / Doc. (2 years)	2008	0.000
Cites / Doc. (2 years)	2009	0.833
Cites / Doc. (2 years)	2010	1.250
Cites / Doc. (2 years)	2011	0.588
Cites / Doc. (2 years)	2012	0.487
Cites / Doc. (2 years)	2013	0.400
Cites / Doc. (2 years)	2014	0.553
Cites / Doc. (2 years)	2015	0.318
Cites / Doc. (2 years)	2016	0.318
Cites / Doc. (2 years)	2017	0.436
Cites / Doc. (2 years)	2018	0.780
Cites / Doc. (2 years)	2019	0.571
Cites / Doc. (2 years)	2020	0.543
Cites / Doc. (2 years)	2021	0.447
Cites / Doc. (2 years)	2022	0.590
Cites / Doc. (2 years)	2023	0.600

Total Cites

Self-Cites

Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years.
Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal.

Cites	Year	Value
Self Cites	2008	0
Self Cites	2009	4
Self Cites	2010	8
Self Cites	2011	9
Self Cites	2012	17
Self Cites	2013	4
Self Cites	2014	5
Self Cites	2015	2
Self Cites	2016	2
Self Cites	2017	13
Self Cites	2018	23
Self Cites	2019	12
Self Cites	2020	0
Self Cites	2021	0
Self Cites	2022	0
Self Cites	2023	4
Total Cites	2008	0
Total Cites	2009	5
Total Cites	2010	25
Total Cites	2011	39
Total Cites	2012	45
Total Cites	2013	26
Total Cites	2014	29
Total Cites	2015	28
Total Cites	2016	29
Total Cites	2017	33
Total Cites	2018	51
Total Cites	2019	59
Total Cites	2020	30
Total Cites	2021	28
Total Cites	2022	30
Total Cites	2023	41

External Cites per Doc

Cites per Doc

Evolution of the number of total citation per document and external citation per document (i.e. journal self-citations removed) received by a journal's published documents during the three previous years. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents.

Cites	Year	Value
External Cites per document	2008	0
External Cites per document	2009	0.167
External Cites per document	2010	0.850
External Cites per document	2011	0.750
External Cites per document	2012	0.528
External Cites per document	2013	0.367
External Cites per document	2014	0.421
External Cites per document	2015	0.400
External Cites per document	2016	0.443
External Cites per document	2017	0.303
External Cites per document	2018	0.483
External Cites per document	2019	0.825
External Cites per document	2020	0.556
External Cites per document	2021	0.519
External Cites per document	2022	0.517
External Cites per document	2023	0.627
Cites per document	2008	0.000
Cites per document	2009	0.833
Cites per document	2010	1.250
Cites per document	2011	0.975
Cites per document	2012	0.849
Cites per document	2013	0.433
Cites per document	2014	0.509
Cites per document	2015	0.431
Cites per document	2016	0.475
Cites per document	2017	0.500
Cites per document	2018	0.879
Cites per document	2019	1.035
Cites per document	2020	0.556
Cites per document	2021	0.519
Cites per document	2022	0.517
Cites per document	2023	0.695

% International Collaboration

International Collaboration accounts for the articles that have been produced by researchers from several countries. The chart shows the ratio of a journal's documents signed by researchers from more than one country; that is including more than one country address.

Year	International Collaboration
2008	0.00
2009	14.29
2010	15.00
2011	21.05
2012	14.29
2013	35.29
2014	11.11
2015	5.88
2016	18.18
2017	15.79
2018	18.75
2019	5.26
2020	31.58
2021	25.00
2022	20.00
2023	25.00

Citable documents

Non-citable documents

Not every article in a journal is considered primary research and therefore "citable", this chart shows the ratio of a journal's articles including substantial research (research articles, conference papers and reviews) in three year windows vs. those documents other than research articles, reviews and conference papers.

Documents	Year	Value
Non-citable documents	2008	0
Non-citable documents	2009	0
Non-citable documents	2010	0
Non-citable documents	2011	0
Non-citable documents	2012	0
Non-citable documents	2013	1
Non-citable documents	2014	2
Non-citable documents	2015	3
Non-citable documents	2016	2
Non-citable documents	2017	1
Non-citable documents	2018	0
Non-citable documents	2019	0
Non-citable documents	2020	1
Non-citable documents	2021	1
Non-citable documents	2022	1
Non-citable documents	2023	0
Citable documents	2008	0
Citable documents	2009	6
Citable documents	2010	20
Citable documents	2011	40
Citable documents	2012	53
Citable documents	2013	59
Citable documents	2014	55
Citable documents	2015	62
Citable documents	2016	59
Citable documents	2017	65
Citable documents	2018	58
Citable documents	2019	57
Citable documents	2020	53
Citable documents	2021	53
Citable documents	2022	57
Citable documents	2023	59

Cited documents

Uncited documents

Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year.

Documents	Year	Value
Uncited documents	2008	0
Uncited documents	2009	1
Uncited documents	2010	8
Uncited documents	2011	21
Uncited documents	2012	32
Uncited documents	2013	41
Uncited documents	2014	37
Uncited documents	2015	44
Uncited documents	2016	42
Uncited documents	2017	44
Uncited documents	2018	27
Uncited documents	2019	28
Uncited documents	2020	36
Uncited documents	2021	33
Uncited documents	2022	37
Uncited documents	2023	34
Cited documents	2008	0
Cited documents	2009	5
Cited documents	2010	12
Cited documents	2011	19
Cited documents	2012	21
Cited documents	2013	19
Cited documents	2014	20
Cited documents	2015	21
Cited documents	2016	19
Cited documents	2017	22
Cited documents	2018	31
Cited documents	2019	29
Cited documents	2020	18
Cited documents	2021	21
Cited documents	2022	21
Cited documents	2023	25

% Female Authors

Evolution of the percentage of female authors.

Year	Female Percent
2008	7.69
2009	2.44
2010	27.91
2011	38.46
2012	20.93
2013	19.57
2014	28.00
2015	38.71
2016	34.29
2017	27.91
2018	32.26
2019	27.27
2020	34.04
2021	32.50
2022	33.96
2023	31.75

Documents cited by public policy (Overton)

Evolution of the number of documents cited by public policy documents according to Overton database.

Documents	Year	Value
Overton	2008	0
Overton	2009	0
Overton	2010	0
Overton	2011	0
Overton	2012	0
Overton	2013	0
Overton	2014	0
Overton	2015	0
Overton	2016	0
Overton	2017	0
Overton	2018	0
Overton	2019	0
Overton	2020	0
Overton	2021	0
Overton	2022	0
Overton	2023	0