teaching.qmd

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title: "Teaching"
description: "Courses, seminars, and training activities"
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<span class="eyebrow">Courses · Seminars · Summer Schools</span>

<p class="lede">Over twenty years of teaching statistics, machine learning, and data science across bachelor's, master's, and doctoral programmes — at the University of Naples Federico II and in international summer schools.</p>

## Courses Taught

- **Statistics for Social Sciences** — Undergraduate course, Bachelor in Tourism Sciences
- **Sampling Surveys** — Undergraduate course, Bachelor in Economics
- **Statistical Methods for Social Research** — Graduate level, Master in Economics, Curriculum *Data Scientist for Economics*
- **Lab in Machine Learning and Text Mining with R** — Graduate level, Master in Economics, Curriculum *Data Scientist for Economics*
- **Machine Learning Methods** — Ph.D. courses
- **Bibliometric Analysis using R** — Ph.D. courses and International Summer Schools

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## Seminars and Training Activities

Over the last few years I have delivered more than **60 invited seminars and training sessions** on bibliometric methods, machine learning, and data science for social research. These lectures have been held in many Italian doctoral schools — including the Universities of Bergamo, Brescia, Calabria, Genoa, Milan Polytechnic, Naples, Pisa, Rome, and Salento — as well as at international institutions such as the Universities of **Bodø (Norway)**, **Edinburgh**, **Granada**, **London**, **Melbourne**, and **Paris**.

I have also been a lecturer at the **European Summer School for Scientometrics (ESSS)**, the **Summer School in Science Mapping (SSSM)**, and the **Social Statistics Summer School** in Monteriggioni.

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## Conferences and Workshops

Active participant in numerous national and international conferences — DSSR, SDS, ASA, COMPSTAT, IFCS, CLADAG, JADT — where I have presented research contributions related to bibliometric analysis, classification methods, and methodological innovation in the social sciences.

Member of the scientific or organising committees of major conferences, including **JADT 2022** and several editions of the **Italian Statistics Society (SIS)** meetings.

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<span class="eyebrow">Course materials & updates for students</span>

Full course materials, detailed teaching information, and live updates for students are available on my official university webpage:

[docenti.unina.it/massimo.aria](https://www.docenti.unina.it/massimo.aria)