path: root/thesis.bib

# Citas necesarias para la investigacion
# ======================================

@article{Kitchenham2007,
    author = {B. Kitchenham and S Charters},
    title = {Guidelines for performing Systematic Literature Reviews in Software Engineering},
    year = {2007}
}

@article{Petticrew2006,
author = {Petticrew, Mark and Roberts, Helen},
title = {Systematic Reviews in the Social Sciences},
year  = {2006},
publisher = {Blackwell Publishing},
ISBN = {978-1-4051-2110-1}
}

@article{Doll2013,                                           
author = {Jonathan Jacob Doll and Zohreh Eslami and Lynne Walters},              
title ={Understanding Why Students Drop Out of High School, According to Their Own Reports: Are They Pushed or Pulled, or Do They Fall Out? A Comparative Analysis of Seven Nationally Representative Studies},
journal = {SAGE Open},                                                           
volume = {3},                                                                    
number = {4},                                                                    
pages = {2158244013503834},                                                      
year = {2013},                                                                   
doi = {10.1177/2158244013503834},
URL = {https://doi.org/10.1177/2158244013503834}
}

% @misc{PUCP2019SaludMental,
%     author = {Fiorella Palmieri},
%     year = {2019},
%     title = {Mentes saludables},
%     url = {https://puntoedu.pucp.edu.pe/noticia/mentes-saludables/}
% }

@article{PUCP2019SaludMental,
 author  = {Fiorella Palmieri},
 date    = {2019-06-14},
 title   = {Mentes saludables},
 journal = {Punto EDU},
 url     = {https://puntoedu.pucp.edu.pe/noticia/mentes-saludables/},
 urldate = {2023-03-23}
}

@online{DescubrePUCP,
  author = {Descubre PUCP},
  title = {Oficina de Orientación, Información y Apoyo al Estudiante (OOIA)},
  % year = 1999,
  url = {https://descubre.pucp.edu.pe/poi/dir036},
  urldate = {2023-03-26}
}

% https://facultad.pucp.edu.pe/generales-ciencias/nosotros/oficinas/bienestar-ciencias/

@book{ACM2020-Curricula,
    author = {{CC2020 Task Force}},
    title = {Computing Curricula 2020: Paradigms for Global Computing Education},
    year = {2020},
    isbn = {9781450390590},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    pages={19, 20}
}

# Estudios primarios (new)

# Scopus
# EXPORT DATE: 10 April 2023

@ARTICLE{Shilbayeh2021562,
    author={Shilbayeh, S. and Abonamah, A.},
    title={Predicting student enrolments and attrition patterns in higher educational institutions using machine learning},
    journal={International Arab Journal of Information Technology},
    year={2021},
    volume={18},
    number={4},
    pages={562-567},
    doi={10.34028/18/4/8},
    note={cited By 4},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85110631056&doi=10.34028%2f18%2f4%2f8&partnerID=40&md5=df6ca88561c04dc1b9a2b670dbfd7939},
    publisher={Zarka Private University},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Perez202157,
    author={Perez, J.G. and Perez, E.S.},
    title={Predicting Student Program Completion Using Naïve Bayes Classification Algorithm},
    journal={International Journal of Modern Education and Computer Science},
    year={2021},
    volume={13},
    number={3},
    pages={57-67},
    doi={10.5815/IJMECS.2021.03.05},
    note={cited By 5},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126148117&doi=10.5815%2fIJMECS.2021.03.05&partnerID=40&md5=4b2a1120d172ab019073da333d6b3b38},
    publisher={Modern Education and Computer Science Press},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Alwarthan2022107649,
    author={Alwarthan, S. and Aslam, N. and Khan, I.U.},
    title={An Explainable Model for Identifying At-Risk Student at Higher Education},
    journal={IEEE Access},
    year={2022},
    volume={10},
    pages={107649-107668},
    doi={10.1109/ACCESS.2022.3211070},
    note={cited By 1},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85139451582&doi=10.1109%2fACCESS.2022.3211070&partnerID=40&md5=e57c9f6d41059efe172d9a82d5ab4747},
    publisher={Institute of Electrical and Electronics Engineers Inc.},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Khan2021,
    author={Khan, I. and Ahmad, A.R. and Jabeur, N. and Mahdi, M.N.},
    title={An artificial intelligence approach to monitor student performance and devise preventive measures},
    journal={Smart Learning Environments},
    year={2021},
    volume={8},
    number={1},
    doi={10.1186/s40561-021-00161-y},
    art_number={17},
    note={cited By 6},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85114501475&doi=10.1186%2fs40561-021-00161-y&partnerID=40&md5=c57ce71f62d6094a3bfd9f3196600e0b},
    publisher={Springer},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Sahlaoui2021152688,
    author={Sahlaoui, H. and Alaoui, E.A.A. and Nayyar, A. and Agoujil, S. and Jaber, M.M.},
    title={Predicting and Interpreting Student Performance Using Ensemble Models and Shapley Additive Explanations},
    journal={IEEE Access},
    year={2021},
    volume={9},
    pages={152688-152703},
    doi={10.1109/ACCESS.2021.3124270},
    note={cited By 4},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118542795&doi=10.1109%2fACCESS.2021.3124270&partnerID=40&md5=a74d7ccee09d0dd0051f1bb714a4aef9},
    publisher={Institute of Electrical and Electronics Engineers Inc.},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Segura2022,
    author={Segura, M. and Mello, J. and Hernández, A.},
    title={Machine Learning Prediction of University Student Dropout: Does Preference Play a Key Role?},
    journal={Mathematics},
    year={2022},
    volume={10},
    number={18},
    doi={10.3390/math10183359},
    art_number={3359},
    note={cited By 2},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85138658944&doi=10.3390%2fmath10183359&partnerID=40&md5=714776e99fdd4866906ed0bd946e2859},
    publisher={MDPI},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Latif20221051,
    author={Latif, G. and Alghazo, R. and Pilotti, M.A.E. and Ben Brahim, G.},
    title={Identifying "At-Risk" Students: An AI-based Prediction Approach},
    journal={International Journal of Computing and Digital Systems},
    year={2022},
    volume={11},
    number={1},
    pages={1051-1059},
    doi={10.12785/ijcds/110184},
    note={cited By 3},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129619369&doi=10.12785%2fijcds%2f110184&partnerID=40&md5=d9c778ef345bc44eeb1d2ce088ea07ef},
    publisher={University of Bahrain},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Balaji2021,
    author={Balaji, P. and Alelyani, S. and Qahmash, A. and Mohana, M.},
    title={Contributions of machine learning models towards student academic performance prediction: A systematic review},
    journal={Applied Sciences (Switzerland)},
    year={2021},
    volume={11},
    number={21},
    doi={10.3390/app112110007},
    art_number={10007},
    note={cited By 8},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118180499&doi=10.3390%2fapp112110007&partnerID=40&md5=fe4637a240b2d35b24e90439cc932a3c},
    publisher={MDPI},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Suhaimi20191,
    author={Suhaimi, N.M. and Abdul-Rahman, S. and Mutalib, S. and Hamid, N.H.A. and Malik, A.M.A.},
    title={Review on Predicting Students’ Graduation Time Using Machine Learning Algorithms},
    journal={International Journal of Modern Education and Computer Science},
    year={2019},
    volume={11},
    number={7},
    pages={1-13},
    doi={10.5815/ijmecs.2019.07.01},
    note={cited By 18},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075745553&doi=10.5815%2fijmecs.2019.07.01&partnerID=40&md5=379a14480656e38f4b677cbd0557d3a2},
    publisher={Modern Education and Computer Science Press},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Yağcı2022,
    author={Yağcı, M.},
    title={Educational data mining: prediction of students' academic performance using machine learning algorithms},
    journal={Smart Learning Environments},
    year={2022},
    volume={9},
    number={1},
    doi={10.1186/s40561-022-00192-z},
    art_number={11},
    note={cited By 23},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126250565&doi=10.1186%2fs40561-022-00192-z&partnerID=40&md5=d7222b249dc6c3ad747777bc12596884},
    publisher={Springer},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Fernandez-Garcia2021133076,
    author={Fernandez-Garcia, A.J. and Preciado, J.C. and Melchor, F. and Rodriguez-Echeverria, R. and Conejero, J.M. and Sanchez-Figueroa, F.},
    title={A real-life machine learning experience for predicting university dropout at different stages using academic data},
    journal={IEEE Access},
    year={2021},
    volume={9},
    pages={133076-133090},
    doi={10.1109/ACCESS.2021.3115851},
    note={cited By 7},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85117054399&doi=10.1109%2fACCESS.2021.3115851&partnerID=40&md5=26a3796f13998d88470e95a739ba8ee6},
    publisher={Institute of Electrical and Electronics Engineers Inc.},
    document_type={Article},
    source={Scopus},
}

@ARTICLE{Guzmán2022,
    author={Guzmán, A. and Barragán, S. and Cala-Vitery, F.},
    title={Comparative Analysis of Dropout and Student Permanence in Rural Higher Education},
    journal={Sustainability (Switzerland)},
    year={2022},
    volume={14},
    number={14},
    doi={10.3390/su14148871},
    art_number={8871},
    note={cited By 1},
    url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136408686&doi=10.3390%2fsu14148871&partnerID=40&md5=cb934fb25c47d243ba6aaa039bb73d45},
    publisher={MDPI},
    document_type={Article},
    source={Scopus},
}

# IEEE

@INPROCEEDINGS{8820813,
  author={de O. Santos, Kelly J. and Menezes, Angelo G. and de Carvalho, Andre B. and Montesco, Carlos A. E.},
  booktitle={2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT)}, 
  title={Supervised Learning in the Context of Educational Data Mining to Avoid University Students Dropout}, 
  year={2019},
  volume={2161-377X},
  number={},
  pages={207-208},
  doi={10.1109/ICALT.2019.00068}
}

@INPROCEEDINGS{8484847,
  author={Perez, Boris and Castellanos, Camilo and Correal, Dario},
  booktitle={2018 IEEE 1st Colombian Conference on Applications in Computational Intelligence (ColCACI)}, 
  title={Applying Data Mining Techniques to Predict Student Dropout: A Case Study}, 
  year={2018},
  volume={},
  number={},
  pages={1-6},
  doi={10.1109/ColCACI.2018.8484847}
}

@INPROCEEDINGS{9450735,
  author={Chitti, Manjari and Chitti, Padmini and Jayabalan, Manoj},
  booktitle={2020 13th International Conference on Developments in eSystems Engineering (DeSE)}, 
  title={Need for Interpretable Student Performance Prediction}, 
  year={2020},
  volume={},
  number={},
  pages={269-272},
  doi={10.1109/DeSE51703.2020.9450735}
}



# Estudios primarios (old)
# ==================

@article{Bedregal2020,
author = {Norka Bedregal-Alpaca and Víctor Cornejo-Aparicio and Joshua Zárate-Valderrama and Pedro Yanque-Churo},
title = {Classification Models for Determining Types of Academic Risk and Predicting Dropout in University Students},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2020.0110133},
url = {http://dx.doi.org/10.14569/IJACSA.2020.0110133},
year = {2020},
publisher = {The Science and Information Organization},
volume = {11},
number = {1}
} 

@Article{Aldowah2020,
author={Aldowah, Hanan
and Al-Samarraie, Hosam
and Alzahrani, Ahmed Ibrahim
and Alalwan, Nasser},
title={Factors affecting student dropout in MOOCs: a cause and effect decision‐making model},
journal={Journal of Computing in Higher Education},
year={2020},
month={08},
day={01},
volume={32},
number={2},
pages={429-454},
issn={1867-1233},
doi={10.1007/s12528-019-09241-y},
url={https://doi.org/10.1007/s12528-019-09241-y}
}

@article{Alvarez2020,
author = {Niurys Lázaro Alvarez and Zoraida Callejas and David Griol},
title = {Predicting Computer Engineering students' dropout  in Cuban Higher Education with pre-enrollment  and early performance data},
journal = {Journal of Technology and Science Education},
volume = {10},
number = {2},
year = {2020},
keywords = {Dropout, retention, promotion, higher education, data analysis, computer engineering, automatic classification},
issn = {2013-6374},
pages = {241--258},
doi = {10.3926/jotse.922},
url = {https://www.jotse.org/index.php/jotse/article/view/922}
}

@Article{Flores2022,
AUTHOR = {Flores, Vaneza and Heras, Stella and Julian, Vicente},
TITLE = {Comparison of Predictive Models with Balanced Classes Using the SMOTE Method for the Forecast of Student Dropout in Higher Education},
JOURNAL = {Electronics},
VOLUME = {11},
YEAR = {2022},
NUMBER = {3},
ARTICLE-NUMBER = {457},
URL = {https://www.mdpi.com/2079-9292/11/3/457},
ISSN = {2079-9292},
DOI = {10.3390/electronics11030457}
}

@Article{Moreira2022,
AUTHOR = {Moreira da Silva, Diogo E. and Solteiro Pires, Eduardo J. and Reis, Arsénio and de Moura Oliveira, Paulo B. and Barroso, João},
TITLE = {Forecasting Students Dropout: A UTAD University Study},
JOURNAL = {Future Internet},
VOLUME = {14},
YEAR = {2022},
NUMBER = {3},
ARTICLE-NUMBER = {76},
URL = {https://www.mdpi.com/1999-5903/14/3/76},
ISSN = {1999-5903},
DOI = {10.3390/fi14030076}
}

# bad bibtex and encoding
@article{Zarate2021,
author={Zárate-Valderrama, Joshua AND Bedregal-Alpaca, Norka AND Cornejo-Aparicio, Víctor},
title = {Modelos de clasificación para reconocer patrones de deserción en estudiantes universitarios},
ISSN = {0718-3305},
journal = {Ingeniare. Revista chilena de ingeniería},
language = {es},
volume = {29},
year = {2021},
month = {03},
pages = {168 - 177},
publisher = {scielocl},
crossref = {10.4067/S0718-33052021000100168},
}

# Alban2019
@article{Alban2019,
author = {Mayra Alban and David Mauricio},
title = {Neural Networks to Predict Dropout at the Universities},
journal = {International Journal of Machine Learning and Computing},
volume = {9},
number = {2},
pages = {149-153},
year  = {2019},
doi = {10.18178/ijmlc.2019.9.2.779},
}

# Fernandez2019
@article{Fernandez2019, 
author={Fernández-Martín, Tatiana and Solís-Salazar, Martín and Hernández-Jiménez, María and Moreira-Mora, Tania}, 
title={A Multinomial and Predictive Analysis of Factors Associated with University Dropout}, 
volume={23}, 
url={https://www.revistas.una.ac.cr/index.php/EDUCARE/article/view/9038}, 
DOI={10.15359/ree.23-1.5}, 
number={1}, 
journal={Revista Electrónica Educare}, 
year={2019}, 
month={01}, 
pages={1-25}
}


# New (incluir en cadena de busqueda y formulario de extraccion)
# ==============================================================

@article{Kemper2020,
    title = {Predicting student dropout: {A} machine learning approach},
    volume = {10},
    issn = {2156-8235, 2156-8243},
    shorttitle = {Predicting student dropout},
    url = {https://www.tandfonline.com/doi/full/10.1080/21568235.2020.1718520},
    doi = {10.1080/21568235.2020.1718520},
    language = {en},
    number = {1},
    urldate = {2023-04-18},
    journal = {European Journal of Higher Education},
    author = {Kemper, Lorenz and Vorhoff, Gerrit and Wigger, Berthold U.},
    month = jan,
    year = {2020},
    pages = {28--47}
}

# CONCEPTOS

@book{russell_artificial_2010,
	address = {Upper Saddle River},
	edition = {3rd ed},
	series = {Prentice {Hall} series in artificial intelligence},
	title = {Artificial intelligence: a modern approach},
	isbn = {978-0-13-604259-4},
	shorttitle = {Artificial intelligence},
	publisher = {Prentice Hall},
	author = {Russell, Stuart J. and Norvig, Peter and Davis, Ernest},
	year = {2010},
	keywords = {Artificial intelligence},
}

@book{mohri_foundations_2012,
	address = {Cambridge, MA},
	series = {Adaptive computation and machine learning series},
	title = {Foundations of machine learning},
	isbn = {978-0-262-01825-8},
	publisher = {MIT Press},
	author = {Mohri, Mehryar and Rostamizadeh, Afshin and Talwalkar, Ameet},
	year = {2012},
	keywords = {Computer algorithms, Machine learning},
}

@book{mitchell_machine_1997,
	address = {New York},
	series = {{McGraw}-{Hill} series in computer science},
	title = {Machine {Learning}},
	isbn = {978-0-07-042807-2},
	publisher = {McGraw-Hill},
	author = {Mitchell, Tom M.},
	year = {1997},
	keywords = {Computer algorithms, Machine learning},
}

@book{bishop_pattern_2006,
	address = {New York},
	series = {Information science and statistics},
	title = {Pattern recognition and machine learning},
	isbn = {978-0-387-31073-2},
	publisher = {Springer},
	author = {Bishop, Christopher M.},
	year = {2006},
	keywords = {Machine learning, Pattern perception},
}


# Review (E.g., systematic reviews, not exactly university dropout analysis)
# ===================================================================

# Agrusti2019 
# Agrusti, F., Bonavolontà, G., & Mezzini, M. (2019). University Dropout Prediction through Educational Data Mining Techniques: A Systematic Review. Journal of E-Learning and Knowledge Society, 15(3), 161-182. https://doi.org/10.20368/1971-8829/1135017
@article{Agrusti2019,
author = {Agrusti, F and Bonavolontà, G and Mezzini, M},
title = {University Dropout Prediction through Educational Data Mining Techniques: A Systematic Review},
journal = {Journal of E-Learning and Knowledge Society},
doi = {10.20368/1971-8829/1135017},
url = {https://doi.org/10.20368/1971-8829/1135017},
year = {2019},
volume = {15},
number = {3},
pages = {161-182}
} 

# Yang2020
# Y. Yang, P. Fu, X. Yang, H. Hong and D. Zhou, "Mooc learner’s final grade prediction based on an improved random forests method," Computers, Materials & Continua, vol. 65, no.3, pp. 2413–2423, 2020.
@Article{Yang2020,
AUTHOR = {Yang, Yuqing and Fu, Peng and Yang, Xiaojiang and Hong, Hong and Zhou, Dequn},
TITLE = {MOOC Learner’s Final Grade Prediction Based on an Improved  Random Forests Method},
JOURNAL = {Computers, Materials \& Continua},
VOLUME = {65},
YEAR = {2020},
NUMBER = {3},
PAGES = {2413--2423},
URL = {http://www.techscience.com/cmc/v65n3/40178},
ISSN = {1546-2226},
DOI = {10.32604/cmc.2020.011881}
}

# Extra
# =====

@Inbook{Fellbaum2010,
author="Fellbaum, Christiane",
editor="Poli, Roberto
and Healy, Michael
and Kameas, Achilles",
title="WordNet",
bookTitle="Theory and Applications of Ontology: Computer Applications",
year="2010",
publisher="Springer Netherlands",
address="Dordrecht",
pages="231--243",
isbn="978-90-481-8847-5",
doi="10.1007/978-90-481-8847-5_10",
url="https://doi.org/10.1007/978-90-481-8847-5_10"
}

@misc{wordnet,
  author = {Fellbaum, Christiane},
  title = {WordNet and wordnets},
  howpublished = "\url{https://wordnet.princeton.edu/}",
  year = {2005},
  note = "[Online; recuperado el 20-09-2022]"
}


# Unsorted
# ========

@article{Spady1970,
author = {Spady, William G.},
title = {Dropouts from higher education: An interdisciplinary review and synthesis},
journal = {Interchange},
volume = {1},
number = {1},
pages = {64-85},
year  = {1970},
publisher = {},
doi = {10.1007/BF02214313},
URL = {https://doi.org/10.1007/BF02214313}
}

@inproceedings{Delbonifro2020,
  title={Student dropout prediction},
  author={Del Bonifro, Francesca and Gabbrielli, Maurizio and Lisanti, Giuseppe and Zingaro, Stefano Pio},
  booktitle={International Conference on Artificial Intelligence in Education},
  pages={129--140},
  year={2020},
  organization={Springer}
}

@book{hastie2009elements,
  title={The elements of statistical learning: data mining, inference, and prediction},
  author={Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome H and Friedman, Jerome H},
  volume={2},
  year={2009},
  publisher={Springer}
}

@book{mitchell1997machine,
  title={Machine learning},
  author={Mitchell, Tom M and Mitchell, Tom M},
  volume={1},
  number={9},
  year={1997},
  publisher={McGraw-hill New York}
}


@inproceedings{de_o_santos_supervised_2019,
	address = {Maceió, Brazil},
	title = {Supervised {Learning} in the {Context} of {Educational} {Data} {Mining} to {Avoid} {University} {Students} {Dropout}},
	isbn = {978-1-72813-485-7},
	url = {https://ieeexplore.ieee.org/document/8820813/},
	doi = {10.1109/ICALT.2019.00068},
	urldate = {2023-04-16},
	booktitle = {2019 {IEEE} 19th {International} {Conference} on {Advanced} {Learning} {Technologies} ({ICALT})},
	publisher = {IEEE},
	author = {de O. Santos, Kelly J. and Menezes, Angelo G. and de Carvalho, Andre B. and Montesco, Carlos A. E.},
	month = jul,
	year = {2019},
	pages = {207--208},
	file = {de O. Santos et al. - 2019 - Supervised Learning in the Context of Educational .pdf:/home/mitsuo/.local/share/Zotero/storage/26P8CNIE/de O. Santos et al. - 2019 - Supervised Learning in the Context of Educational .pdf:application/pdf},
}

@inproceedings{perez_applying_2018,
	address = {Medellin},
	title = {Applying {Data} {Mining} {Techniques} to {Predict} {Student} {Dropout}: {A} {Case} {Study}},
	isbn = {978-1-5386-6740-8},
	shorttitle = {Applying {Data} {Mining} {Techniques} to {Predict} {Student} {Dropout}},
	url = {https://ieeexplore.ieee.org/document/8484847/},
	doi = {10.1109/ColCACI.2018.8484847},
	urldate = {2023-04-16},
	booktitle = {2018 {IEEE} 1st {Colombian} {Conference} on {Applications} in {Computational} {Intelligence} ({ColCACI})},
	publisher = {IEEE},
	author = {Perez, Boris and Castellanos, Camilo and Correal, Dario},
	month = may,
	year = {2018},
	pages = {1--6},
	file = {Perez et al. - 2018 - Applying Data Mining Techniques to Predict Student.pdf:/home/mitsuo/.local/share/Zotero/storage/HSD4DDIX/Perez et al. - 2018 - Applying Data Mining Techniques to Predict Student.pdf:application/pdf},
}

@inproceedings{chitti_need_2020,
	address = {Liverpool, United Kingdom},
	title = {Need for {Interpretable} {Student} {Performance} {Prediction}},
	isbn = {978-1-66542-238-3},
	url = {https://ieeexplore.ieee.org/document/9450735/},
	doi = {10.1109/DeSE51703.2020.9450735},
	urldate = {2023-04-16},
	booktitle = {2020 13th {International} {Conference} on {Developments} in {eSystems} {Engineering} ({DeSE})},
	publisher = {IEEE},
	author = {Chitti, Manjari and Chitti, Padmini and Jayabalan, Manoj},
	month = dec,
	year = {2020},
	pages = {269--272},
	file = {Chitti et al. - 2020 - Need for Interpretable Student Performance Predict.pdf:/home/mitsuo/.local/share/Zotero/storage/JJGSFRMJ/Chitti et al. - 2020 - Need for Interpretable Student Performance Predict.pdf:application/pdf},
}

# 10-generalidades
# Metodos, Procedimientos, Herramientas

@online{github,
  author = {{GitHub}},
  title = {{GitHub's Frequently Asked Questions}},
  url = {https://resources.github.com/faq/},
  urldate = {2023-06-07},
}

@online{bases-de-datos-bibliograficas,
  title = {SCOPUS},
  url = {https://www.elsevier.com/es-es/solutions/scopus},
  urldate = {2023-06-05}
}

@online{python,
  title = {Python},
  url = {https://www.python.org},
  urldate = {2023-06-05}
}

@online{matplotlib,
  title = {Matplotlib},
  url = {https://matplotlib.org},
  urldate = {2023-06-05}
}

@online{pandas,
  title = {Pandas},
  url = {https://pandas.pydata.org},
  urldate = {2023-06-05}
}

@online{poetry-python,
  title = {Poetry-python},
  url = {https://python-poetry.org},
  urldate = {2023-06-05}
}

@online{scikit-learn,
  title = {Scikit-learn},
  url = {https://scikit-learn.org},
  urldate = {2023-06-05}
}

@online{jupyter-notebooks,
  title = {Jupyter Notebooks},
  url = {https://jupyter.org},
  urldate = {2023-06-05}
}

@online{google-sheets,
  title = {Google Sheets},
  url = {https://www.google.com/sheets/about/},
  urldate = {2023-06-05}
}

@online{draw-io,
  title = {Draw.io},
  url = {https://www.draw.io},
  urldate = {2023-06-05}
}

@online{figma,
  title = {Figma},
  url = {https://www.figma.com},
  urldate = {2023-06-05}
}

@online{git,
  title = {Git},
  url = {https://git-scm.com},
  urldate = {2023-06-05}
}

@online{github,
  title = {GitHub},
  url = {https://github.com},
  urldate = {2023-06-05}
}

@online{aws,
  title = {AWS},
  url = {https://aws.amazon.com},
  urldate = {2023-06-05}
}

@online{visual-studio-code,
  title = {Visual Studio Code},
  url = {https://code.visualstudio.com},
  urldate = {2023-06-05}
}

@online{postgresql,
  title = {PostgreSQL},
  url = {https://www.postgresql.org},
  urldate = {2023-06-05}
}

@online{nginx,
  title = {Nginx},
  url = {https://nginx.org},
  urldate = {2023-06-05}
}

@online{markdown,
  title = {Markdown},
  url = {https://daringfireball.net/projects/markdown/},
  urldate = {2023-06-05}
}

@online{mermaid-diagrams,
  title = {Mermaid diagrams},
  url = {https://mermaid.js.org/},
  urldate = {2023-06-05}
}