Marcos André Gonçalves
Biographic Data
| ID | 6536369 |
|---|---|
| NAME | Marcos André Gonçalves |
| GIVEN NAMES | Marcos André |
| FAMILY NAME | Gonçalves |
| SIGNATURE | GONÇALVES M A |
| AFFILIATIONS | Universidade Federal de Minas Gerais |
| ORCID | 0000-0002-2075-3363 |
| VERIFIED | Yes |
| TOTAL WORKS | 11 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 11 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2005 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
The complex ecosystem of hyperprolific authors
In recent years, the rise of hyperprolific authors, researchers with exceptionally high publication counts, has drawn increasing attention in debates on research integrity and evaluation. While such productivity may reflect legitimate collaboration and large-scale science, it also raises concerns about questionable research practices, distorted incentives, and the reliability of scholarly assessment. Despite its prominence, the phenomenon remains…
Why are you traveling? Inferring trip profiles from online reviews and domain-knowledge
A network-driven study of hyperprolific authors in computer science
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Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics
We investigate two essential challenges in the context of hierarchical topic modeling (HTM)—(i) the impact of data representation and (ii) topic evaluation. The data representation directly influences the performance of the topic generation, and the impact of new representations such as contextual embeddings in this task has been under-investigated. Topic evaluation, responsible for driving the advances in the field, assesses the overall quality …
The rise of hyperprolific authors in computer science
Infodemics and health misinformation
Semantic Academic Profiler (SAP)
Key Issues Regarding Digital Libraries
Video pollution on the Web
Videos have become a predominant part of users’ daily lives on the Web, especially with the emergence of video sharing services, such as YouTube. Part of the huge success of multimedia content in the Web is due to the change on the user perspective from content consumer to content creator. However, by allowing users to publicize their independently generated content, video sharing networks become susceptible to different types of pollution. As ex…
Entre O Palanque E O Púlpito
No prominent works on this page.
Entre O Palanque E O Púlpito
Video pollution on the Web
Videos have become a predominant part of users’ daily lives on the Web, especially with the emergence of video sharing services, such as YouTube. Part of the huge success of multimedia content in the Web is due to the change on the user perspective from content consumer to content creator. However, by allowing users to publicize their independently generated content, video sharing networks become susceptible to different types of pollution. As ex…
Key Issues Regarding Digital Libraries
Infodemics and health misinformation
Semantic Academic Profiler (SAP)
The rise of hyperprolific authors in computer science
A network-driven study of hyperprolific authors in computer science
Intellectual dark web, alt-lite and alt-right
Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics
We investigate two essential challenges in the context of hierarchical topic modeling (HTM)—(i) the impact of data representation and (ii) topic evaluation. The data representation directly influences the performance of the topic generation, and the impact of new representations such as contextual embeddings in this task has been under-investigated. Topic evaluation, responsible for driving the advances in the field, assesses the overall quality …
Why are you traveling? Inferring trip profiles from online reviews and domain-knowledge
The complex ecosystem of hyperprolific authors
In recent years, the rise of hyperprolific authors, researchers with exceptionally high publication counts, has drawn increasing attention in debates on research integrity and evaluation. While such productivity may reflect legitimate collaboration and large-scale science, it also raises concerns about questionable research practices, distorted incentives, and the reliability of scholarly assessment. Despite its prominence, the phenomenon remains…
Computer Science (8 works) · Data science (5 works) · Artificial Intelligence (3 works) · Expert finding and Q&A systems (3 works) · Information retrieval (3 works) · Mathematics (3 works) · World Wide Web (3 works) · Natural language processing (2 works) · Phenomenon (2 works) · Productivity (2 works)