Personal information

Applied Artificial Intelligence, Emerging Technologies in the Public Sector, Social Media, Sentiment Analysis
Mexico

Biography

David Valle-Cruz, Ph.D., MInf, BEng, is an Assistant Professor in the Department of Engineering at the Universidad Autónoma del Estado de México and is a member of the Mexican National System of Researchers. David is a Computer Engineer, he holds a Master of Informatics, and a Ph.D. in Economics and Management. He has been a visiting researcher at the Center for Technology in Government (CTG), SUNY Albany, NY, and at the Computer Science and Multi-Agent Systems Laboratory of CINVESTAV, Guadalajara, Mexico. His articles have been published in leading journals, including Government Information Quarterly, Cognitive Computation, First Monday, Information Polity, and International Journal of Public Sector Management (among others). His research interests are related to Applied Artificial Intelligence, Social Media, and Emerging Technologies in the Public Sector.

Activities

Employment (1)

Universidad Autónoma de Estado de México: Santiago Tianguistenco , México, MX

2020-05-01 to 2022-09-05 | Professor (Unidad Académica Profesional Tianguistenco )
Employment
Source: Self-asserted source
David Valle-Cruz

Education and qualifications (1)

Universidad Autónoma del Estado de México: Toluca, México, MX

2013-08-01 to 2017-12-01 | Ph. D. (Economics)
Education
Source: Self-asserted source
David Valle-Cruz

Works (50 of 63)

Items per page:
Page 1 of 2

Stock Market Prediction with Artificial Intelligence Techniques in Recession Times

2024 | Book chapter
Contributors: David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rafael Rojas-Hernández
Source: check_circle
Crossref

Unveiling political polarization on Twitter: Machine learning and sentiment analysis in presidential elections

JeDEM - eJournal of eDemocracy and Open Government
2024-09-26 | Journal article
Contributors: David Valle-Cruz; Rodrigo Sandoval-Almazán; Asdrúbal López-Chau; J. Ignacio Criado
Source: check_circle
Crossref

Exploring the negative impacts of artificial intelligence in government: the dark side of intelligent algorithms and cognitive machines

International Review of Administrative Sciences
2024-06 | Journal article
Contributors: David Valle-Cruz; Rigoberto García-Contreras; J. Ramon Gil-Garcia
Source: check_circle
Crossref

The Singularity Is Near?

2024-06-21 | Book chapter
Contributors: Rigoberto García García-Contreras; David Valle-Cruz; Rodrigo Sandoval-Almazán
Source: check_circle
Crossref

Impact and barriers to AI in the public sector: the case of the State of Mexico

2024-06-11 | Conference paper
Contributors: Adrian Osiel Millan-Vargas; Rodrigo Sandoval-Almazan; David Valle-Cruz
Source: check_circle
Crossref

Leadership and Transformation in the Public Sector: An Empirical Exploration of AI Adoption and Efficiency during the Fourth Industrial Revolution

2024-06-11 | Conference paper
Contributors: David Valle-Cruz; Rigoberto Garcia-Contreras; J. Patricia Munoz-Chávez
Source: check_circle
Crossref

Social media and Political Debates: the case of the State of Mexico election

2024-06-11 | Conference paper
Contributors: Rodrigo Sandoval-Almazan; Karla Belem Negrete Huelga; David Valle-Cruz
Source: check_circle
Crossref

Navigating the Fourth Industrial Revolution

2024-02-23 | Book chapter
Contributors: David Valle-Cruz; J. Patricia Muñoz-Chávez; Rigoberto García-Contreras
Source: check_circle
Crossref

Artificial intelligence algorithms and applications in the public sector: a systematic literature review based on the PRISMA approach

2024-02-13 | Book chapter
Contributors: David Valle-Cruz; J. Ramon Gil-Garcia; Rodrigo Sandoval-Almazan
Source: check_circle
Crossref

Retrieval of Weighted Lexicons Based on Supervised Learning Method

2023 | Book chapter
Contributors: Asdrúbal López-Chau; Rafael Rojas-Hernández; David Valle-Cruz; Valentin Trujillo-Mora
Source: check_circle
Crossref

Revolutionizing the Public Works Value Chain through AI monitoring: Towards an understanding of Increased Productivity in Perú

2023-07-11 | Conference paper
Contributors: Oscar Miranda-Hospinal; David Valle-Cruz; Jorge Yrivarren-Lazo; Carlos Yula-Inca; Kevin Ronceros-Ponce
Source: check_circle
Crossref

Towards AI-driven transformation and smart data management: Emerging technological change in the public sector value chain

Public Policy and Administration
2023-07-04 | Journal article
Contributors: David Valle-Cruz; Rigoberto García-Contreras
Source: check_circle
Crossref

Towards the Understanding of Consumer Behavior in the Metaverse

2023-03-17 | Book chapter
Contributors: David Valle-Cruz; J. Patricia Muñoz-Chávez; Rigoberto García García-Contreras
Source: check_circle
Crossref

Boosting E-Participation

2022 | Book chapter
Contributors: David Valle-Cruz; Rodrigo Sandoval-Almazan
Source: check_circle
Crossref

Public Budget Simulations with Machine Learning and Synthetic Data: Some Challenges and Lessons from the Mexican Case

2022 | Book chapter
Contributors: David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rafael Rojas-Hernández
Source: check_circle
Crossref

Affective Polarization in the U.S.

2022-12-30 | Book chapter
Contributors: David Valle-Cruz; Rodrigo Sandoval-Almazán; Asdrubal López-Chau
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep Learning Implementation for Pattern and Incidences Identification of Gender Violence in Mexican Contexts

2022-09-16 | Book chapter
Contributors: Juan Carlos Garduño; David Valle-Cruz; Rafael Valentin Mendoza-Mendez; Ernesto Joel Dorantes-Coronado
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Perceptions of Civil Engineers on the Development and Adoption of AI in the Peruvian Public Sector

2022-09-16 | Book chapter
Contributors: Oscar G. Miranda-Hospinal; David Valle-Cruz; Jorgue L. Yrivarren-Lazo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Review on the Application of Artificial Intelligence-Based Chatbots in Public Administration

2022-09-16 | Book chapter
Contributors: Pablo Ramires Hernández; David Valle-Cruz; Rafael Valentín Mendoza Méndez
Source: check_circle
Crossref
grade
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Tecnologías emergentes en gobiernos locales: Una revisión sistemática de literatura con la metodología PRISMA

Revista Mexicana de Análisis Político y Administración Pública
2022-08-11 | Journal article
Contributors: David Valle-Cruz; José Ramón Gil-García
Source: check_circle
Crossref

Panic Station

Handbook of Research on Consumer Behavior Change and Data Analytics in the Socio-Digital Era
2022-06-24 | Book chapter | Author
Part of ISBN: 9781668441688
Contributors: J. P. Mu?oz-Ch?vez; Rigoberto Garc?a-Contreras; David Valle-Cruz
Source: check_circle
IGI Global

Sentiment Analysis in Crisis Situations for Better Connected Government

Research Anthology on Implementing Sentiment Analysis Across Multiple Disciplines
2022-06-10 | Book chapter | Author
Part of ISBN: 9781668463031
Contributors: Asdrúbal López Chau; David Valle-Cruz; Rodrigo Sandoval Almazan
Source: check_circle
IGI Global

Review on the Application of Lexicon-Based Political Sentiment Analysis in Social Media

Handbook of Research on Opinion Mining and Text Analytics on Literary Works and Social Media
2022-02-18 | Book chapter | Author
Part of ISBN: 9781799895947
Contributors: David Valle-Cruz; Asdrúbal López Chau; Rodrigo Sandoval Almazan
Source: check_circle
IGI Global

Teleworker Experiences in #COVID-19

Handbook of Research on Opinion Mining and Text Analytics on Literary Works and Social Media
2022-02-18 | Book chapter | Author
Part of ISBN: 9781799895947
Contributors: Rigoberto Garc?a-Contreras; J. P. Mu?oz-Ch?vez; David Valle-Cruz; Asdrúbal López Chau
Source: check_circle
IGI Global

Does Twitter Affect Stock Market Decisions? Financial Sentiment Analysis During Pandemics: A Comparative Study of the H1N1 and the COVID-19 Periods

Cognitive Computation
2022-01 | Journal article
Contributors: David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rodrigo Sandoval-Almazán
Source: check_circle
Crossref

Burnout and Online Education: Adaptation and Validation of scale during Pandemic

Telos Revista de Estudios Interdisciplinarios en Ciencias Sociales
2022-01-02 | Journal article
Contributors: J. Patricia Muñoz-Chávez; Rigoberto García-Contreras; David Valle-Cruz
Source: check_circle
Crossref

Selección organizacional: resiliencia y desempeño de las pymes en la era de la COVID-19

Estudios Gerenciales
2021-02-03 | Journal article
Contributors: Rigoberto García-Contreras; David Valle-Cruz; Rosa Azalea Canales-García
Source: check_circle
Crossref

Assessing the public policy-cycle framework in the age of artificial intelligence: From agenda-setting to policy evaluation

Government Information Quarterly
2020 | Journal article
EID:

2-s2.0-85088636189

Part of ISBN:

0740624X

Contributors: Valle-Cruz, D.; Criado, J.I.; Sandoval-Almazán, R.; Ruvalcaba-Gomez, E.A.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Can Artificial Intelligence Help Optimize the Public Budgeting Process? Lessons about Smartness and Public Value from the Mexican Federal Government

2020 7th International Conference on eDemocracy and eGovernment, ICEDEG 2020
2020 | Conference paper
EID:

2-s2.0-85089141072

Contributors: Fernandez-Cortez, V.; Valle-Cruz, D.; Gil-Garcia, J.R.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Impression analysis of trending topics in Twitter with classification algorithms

ACM International Conference Proceeding Series
2020 | Conference paper
EID:

2-s2.0-85095979267

Contributors: Valle-Cruz, D.; Lopez-Chau, A.; Sandoval-Almazan, R.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Towards smarter public budgeting? understanding the potential of artificial intelligence techniques to support decision making in government

ACM International Conference Proceeding Series
2020 | Conference paper
EID:

2-s2.0-85086888503

Contributors: Valle-Cruz, D.; Gil-Garcia, J.R.; Fernandez-Cortez, V.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Chief information officers’ perceptions about artificial intelligence

First Monday
2020-12-26 | Journal article
Contributors: J. Ignacio Criado; Rodrigo Sandoval-Almazan; David Valle-Cruz; Edgar A. Ruvalcaba-Gómez
Source: check_circle
Crossref

Sentiment Analysis in Crisis Situations for Better Connected Government

Web 2.0 and Cloud Technologies for Implementing Connected Government
2020-08-21 | Book chapter | Author
Part of ISBN: 9781799845706
Contributors: Asdrúbal López Chau; David Valle-Cruz; Rodrigo Sandoval Almazan
Source: check_circle
IGI Global

Does Twitter affect Stock Market Decisions?Financial Sentiment Analysis in Pandemic Seasons: A Comparative Study of H1N1 and COVID-19

2020-07-07 | Preprint
Contributors: David Valle-Cruz; Vanessa Fernandez-Cortez; Asdrúbal López-Chau; Rodrigo Sandoval-Almazan
Source: check_circle
Crossref

Diffusion of Innovations Among Mexico

Digital Government and Achieving E-Public Participation: Emerging Research and Opportunities
2020-06-25 | Book chapter | Author
Part of ISBN: 9781799815266
Contributors: David Valle-Cruz; Rodrigo Sandoval Almazan
Source: check_circle
IGI Global
grade
Preferred source (of 2)‎

A review of artificial intelligence in government and its potential from a public policy perspective

ACM International Conference Proceeding Series
2019 | Conference paper
EID:

2-s2.0-85068623845

Contributors: Valle-Cruz, D.; Sandoval-Almazan, R.; Ruvalcaba-Gomez, E.A.; Ignacio Criado, J.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Analyzing polarization through social media with artificial intelligence: The mexican presidential election in 2018

ACM International Conference Proceeding Series
2019 | Conference paper
EID:

2-s2.0-85068595931

Contributors: López-Chau, A.; Sandoval-Almazan, R.; Valle-Cruz, D.; Ignacio Criado, J.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Understanding the perspectives of open government: Exploratory factor analysis in Spain and Mexico

ACM International Conference Proceeding Series
2019 | Conference paper
EID:

2-s2.0-85068594790

Contributors: Ruvalcaba-Gomez, E.A.; Sandoval-Almazan, R.; Ignacio Criado, J.; Valle-Cruz, D.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Public value of e-government services through emerging technologies

International Journal of Public Sector Management
2019-07-08 | Journal article
Contributors: David Valle-Cruz
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

E-health: Agent-based models to simulate behavior of individuals during an epidemic outbreak

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85049042876

Contributors: Ramos, M.; Sánchez, J.; Muñoz, V.; Marcial-Romero, J.R.; Valle-Cruz, D.; López, A.L.; Ramos, F.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Facebook impact and sentiment analysis on political campaigns

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85049046453

Contributors: Sandoval-Almazan, R.; Valle-Cruz, D.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

The use of MOOCS in the open government virtual education: Panel proposal

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85049038603

Contributors: Sandoval-Almazan, R.; Grande, J.I.C.; Valle-Cruz, D.; Kiers, J.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Towards an understanding of Artificial Intelligence in government

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85049025221

Contributors: Valle-Cruz, D.; Sandoval-Almazan, R.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Boosting E-Participation

Optimizing E-Participation Initiatives Through Social Media
2018-05-09 | Book chapter | Author
Part of ISBN: 9781522553267
Contributors: David Valle-Cruz; Rodrigo Sandoval Almazan
Source: check_circle
IGI Global

Towards an understanding of Twitter networks: The case of the state of Mexico

First Monday
2018-04-01 | Journal article
Contributors: Rodrigo Sandoval-Almazán; David Valle-Cruz
Source: check_circle
Crossref

The Diffusion of Social Media Among State Governments in Mexico

International Journal of Public Administration in the Digital Age
2018-01-01 | Journal article
Part of ISSN: 2334-4520
Contributors: Rodrigo Sandoval Almazan; David Valle-Cruz; Andrea L. Kavanaugh
Source: check_circle
IGI Global

Emerging technologies in municipal governments: A Mexican case from a qualitative approach

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85023608404

Contributors: Valle-Cruz, D.; Sandoval-Almazan, R.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Going beyond bureaucracy through gamification: Innovation labs and citizen engagement in the case of “Mapaton” in Mexico city

Public Administration and Information Technology
2017 | Book chapter
EID:

2-s2.0-85059286490

Part of ISBN:

25121839 25121812

Contributors: Sandoval-Almazan, R.; Ramon Gil-Garcia, J.; Valle-Cruz, D.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Justice of the Marquesa: A twitter trend analysis using text mining & word clouds

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85023626394

Contributors: Valle-Cruz, D.; Vega-Hernández, J.E.; Sandoval-Almazán, R.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎

Open innovation, living labs and public officials: The case of "mapaton" in Mexico

ACM International Conference Proceeding Series
2017 | Conference paper
EID:

2-s2.0-85020886537

Contributors: Sandoval-Almazan, R.; Valle-Cruz, D.
Source: Self-asserted source
David Valle-Cruz via Scopus - Elsevier
grade
Preferred source (of 2)‎
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Peer review (29 reviews for 4 publications/grants)

Review activity for Artificial intelligence review. (1)
Review activity for Government information quarterly. (17)
Review activity for IGI Global Book Chapter Peer Reviews (9)
Review activity for International journal of e-planning research. (2)