Marco Ortu

About Marco Ortu

Marco Ortu, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Università degli Studi di Cagliari, specializes in the field of Natural Language Processing, Machine Learning, Human Aspect in Software Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mindthedapp: a toolchain for complex network-driven structural analysis of ethereum-based decentralised applications

Topic based quality indexes assessment through sentiment

DApps Ecosystems: Mapping the Network Structure of Smart Contract Interactions

Smart Topics: Designing an Ethreurm Smart Contracts Environment Knowledge-Base Using Natural Language Processing, Social Media and Complex Network Theory

Smart contracts software metrics: A first study

Correction to: Semi‑supervised sentiment clustering on natural language

Semi-supervised sentiment clustering on natural language texts

VGLM proportional odds model to infer hosts’ Airbnb performance

Marco Ortu Information

University

Position

Researcher PhD Department of Business and Economics

Citations(all)

2019

Citations(since 2020)

1448

Cited By

1109

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

27

i10Index(since 2020)

26

Email

University Profile Page

Università degli Studi di Cagliari

Google Scholar

View Google Scholar Profile

Marco Ortu Skills & Research Interests

Natural Language Processing

Machine Learning

Human Aspect in Software Engineering

Top articles of Marco Ortu

Title

Journal

Author(s)

Publication Date

Mindthedapp: a toolchain for complex network-driven structural analysis of ethereum-based decentralised applications

IEEE Access

Giacomo Ibba

Sabrina Aufiero

Silvia Bartolucci

Rumyana Neykova

Marco Ortu

...

2024/2/13

Topic based quality indexes assessment through sentiment

Computational Statistics

Marco Ortu

Luca Frigau

Giulia Contu

2024/2

DApps Ecosystems: Mapping the Network Structure of Smart Contract Interactions

arXiv preprint arXiv:2401.01991

Sabrina Aufiero

Giacomo Ibba

Silvia Bartolucci

Giuseppe Destefanis

Rumyana Neykova

...

2024/1/3

Smart Topics: Designing an Ethreurm Smart Contracts Environment Knowledge-Base Using Natural Language Processing, Social Media and Complex Network Theory

Social Media and Complex Network Theory

Marco Ortu

Giacomo Ibba

Claudio Conversano

Roberto Tonelli

2023

Smart contracts software metrics: A first study

Plos one

Roberto Tonelli

Giuseppe Antonio Pierro

Marco Ortu

Giuseppe Destefanis

2023/4/12

Correction to: Semi‑supervised sentiment clustering on natural language

Statistical Methods & Applications

Luca Frigau

Maurizio Romano

Marco Ortu

Giulia Contu

2023/10

Semi-supervised sentiment clustering on natural language texts

Luca Frigau

Maurizio Romano

Marco Ortu

Giulia Contu

2023/4/3

VGLM proportional odds model to infer hosts’ Airbnb performance

Quality & Quantity

Giulia Contu

Luca Frigau

Marco Ortu

2023/10

The network structure of smart contracts in ethereum dapps

Complex Networks

Sabrina Aufiero

Giacomo Ibba

Silvia Bartolucci

Giuseppe Destefanis

Rumyana Neykova

...

2023

A Method to Validate Clustering Partitions

Luca Frigau

Giulia Contu

Marco Ortu

Andrea Carta

2023/7/8

MULTIVARIATE REGRESSION TREE TO INVESTIGATE THE ITALIAN MORTALITY RATES

Giulia Contu

Luca Frigau

Marco Ortu

Sara Pau

2023

Fault-insertion and fault-fixing behavioural patterns in Apache Software Foundation Projects

Information and Software Technology

Marco Ortu

Giuseppe Destefanis

Tracy Hall

David Bowes

2023/6/1

MULTIVARIATE REGRESSION TREE TOPIC MODELING

Marco Ortu

Giulia Contu

Luca Frigau

2023

A preliminary analysis on the code generation capabilities of gpt-3.5 and bard ai models for java functions

arXiv preprint arXiv:2305.09402

Giuseppe Destefanis

Silvia Bartolucci

Marco Ortu

2023/5/16

A preliminary analysis of software metrics in decentralised applications

Giacomo Ibba

Shivank Khullar

Elaina Tesfai

Rumyana Neykova

Sabrina Aufiero

...

2023/11/12

The algorithm of NeSSC for semisupervised clustering

Luca Frigau

Giulia Contu

Marco Ortu

2022

Analysis of Topics Related To Smart Contracts on Social Media.

Giacomo Ibba

Marco Ortu

Roberto Tonelli

2022

Analysis Of The Relationship Between Smart Contracts' Categories and Vulnerabilities

Giacomo Ibba

Marco Ortu

2022/3/15

Explaining Student Satisfaction Assessments: A Natural Language Processing Approach

Marco Ortu

Luca Frigau

Giulia Contu

2022

Cryptocurrency ecosystems and social media environments: An empirical analysis through Hawkes’ models and natural language processing

Machine Learning with Applications

Marco Ortu

Stefano Vacca

Giuseppe Destefanis

Claudio Conversano

2022/3/15

See List of Professors in Marco Ortu University(Università degli Studi di Cagliari)

Co-Authors

H-index: 52
Michele Marchesi

Michele Marchesi

Università degli Studi di Cagliari

H-index: 37
Roberto Tonelli

Roberto Tonelli

Università degli Studi di Cagliari

H-index: 28
Giuseppe Destefanis

Giuseppe Destefanis

Brunel University London

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