Luca Maria Aiello

Orcid: 0000-0002-0654-2527

According to our database1, Luca Maria Aiello authored at least 100 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
The causal role of the Reddit collective action on the GameStop short squeeze.
CoRR, 2024

Narratives of Collective Action in YouTube's Discourse on Veganism.
CoRR, 2024

The Role of Interface Design on Prompt-mediated Creativity in Generative AI.
Proceedings of the 16th ACM Web Science Conference, 2024

Shifting Climates: Climate Change Communication from YouTube to TikTok.
Proceedings of the 16th ACM Web Science Conference, 2024

The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
The Persuasive Power of Large Language Models.
CoRR, 2023

Measuring Behavior Change with Observational Studies: a Review.
CoRR, 2023

Dream Content Discovery from Reddit with an Unsupervised Mixed-Method Approach.
CoRR, 2023

Get Out of the Nest! Drivers of Social Influence in the #TwitterMigration to Mastodon.
CoRR, 2023

Is a prompt and a few samples all you need? Using GPT-4 for data augmentation in low-resource classification tasks.
CoRR, 2023

2022
Multidimensional Tie Strength and Economic Development.
CoRR, 2022

The language of opinion change on social media under the lens of communicative action.
CoRR, 2022

Urban form and COVID-19 cases and deaths in Greater London: an urban morphometric approach.
CoRR, 2022

How rarity shapes the NFT market.
CoRR, 2022

Epidemic Dreams: Dreaming about health during the COVID-19 pandemic.
CoRR, 2022

2021
The Role of Different Types of Conversations for Meeting Success.
IEEE Pervasive Comput., 2021

The Language of Situational Empathy.
Proc. ACM Hum. Comput. Interact., 2021

From Reddit to Wall Street: The role of committed minorities in financial collective action.
CoRR, 2021

Cartographic Design of Cultural Maps.
CoRR, 2021

Streetonomics: Quantifying Culture Using Street Names.
CoRR, 2021

Mapping the NFT revolution: market trends, trade networks and visual features.
CoRR, 2021

The Dreamcatcher: Interactive Storytelling of Dreams.
IEEE Computer Graphics and Applications, 2021

The Healthy States of America: Creating a Health Taxonomy with Social Media.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020
Personalized weight loss strategies by mining activity tracker data.
User Model. User Adapt. Interact., 2020

WellBeat: A Framework for Tracking Daily Well-Being Using Smartwatches.
IEEE Internet Comput., 2020

PepMusic: motivational qualities of songs for daily activities.
EPJ Data Sci., 2020

HeartBees: Visualizing Crowd Affects.
CoRR, 2020

How Epidemic Psychology Works on Social Media: Evolution of responses to the COVID-19 pandemic.
CoRR, 2020

FaceLift: A transparent deep learning framework to beautify urban scenes.
CoRR, 2020

Cartographic Design of Cultural Maps.
IEEE Computer Graphics and Applications, 2020

Ten Social Dimensions of Conversations and Relationships.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Having a Heart Time? A Wearable-based Biofeedback System.
Proceedings of the MobileHCI '20: 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, 2020

2019
Large-scale and high-resolution analysis of food purchases and health outcomes.
EPJ Data Sci., 2019

Evaluating the efficacy of traditional fitness tracker recommendations.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

The Language of Dialogue Is Complex.
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

2018
Nature of Social Structures.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

The Spirit of the City: Using Social Media to Capture Neighborhood Ambiance.
Proc. ACM Hum. Comput. Interact., 2018

Coloring in the Links: Capturing Social Ties as They are Perceived.
Proc. ACM Hum. Comput. Interact., 2018

The New Urban Success: How Culture Pays.
CoRR, 2018

Anticipating Cryptocurrency Prices Using Machine Learning.
Complex., 2018

Mapping and Visualizing Deep-Learning Urban Beautification.
IEEE Computer Graphics and Applications, 2018

Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization.
Proceedings of the 29th on Hypertext and Social Media, 2018

Hearts and Politics: Metrics for Tracking Biorhythm Changes during Brexit and Trump.
Proceedings of the 2018 International Conference on Digital Health, 2018

2017
Beautiful and Damned. Combined Effect of Content Quality and Social Ties on User Engagement.
IEEE Trans. Knowl. Data Eng., 2017

Adult content consumption in online social networks.
Soc. Netw. Anal. Min., 2017

Community Engagement Triage: Lightweight Prompts for Systematic Reviews.
Proc. ACM Hum. Comput. Interact., 2017

Incentivizing social media users for mobile crowdsourcing.
Int. J. Hum. Comput. Stud., 2017

Analyzing Uber's Ride-sharing Economy.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

iPhone's Digital Marketplace: Characterizing the Big Spenders.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Evolution of Ego-networks in Social Media with Link Recommendations.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

2016
Social Question Answering: Textual, User, and Network Features for Best Answer Prediction.
ACM Trans. Inf. Syst., 2016

OSoMe: the IUNI observatory on social media.
PeerJ Comput. Sci., 2016

Predicting celebrity attendees at public events using stock photo metadata.
Multim. Tools Appl., 2016

Pornography consumption in Social Media.
CoRR, 2016

Chatty Maps: Constructing sound maps of urban areas from social media data.
CoRR, 2016

Computational Social Science for the World Wide Web (CSSW3).
Proceedings of the 25th International Conference on World Wide Web, 2016

The Sensorial Map of the City.
Proceedings of the 25th International Conference on World Wide Web, 2016

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

The Emotional and Chromatic Layers of Urban Smells.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

On the Behaviour of Deviant Communities in Online Social Networks.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

The Role of Relevance in Sponsored Search.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
The Digital Life of Walkable Streets.
Proceedings of the 24th International Conference on World Wide Web, 2015

Evolution of Conversations in the Age of Email Overload.
Proceedings of the 24th International Conference on World Wide Web, 2015

Men eat on Mars, Women on Venus?: An Empirical Study of Food-Images.
Proceedings of the ACM Web Science Conference, 2015

Local Ranking Problem on the BrowseGraph.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

An Image Is Worth More than a Thousand Favorites: Surfacing the Hidden Beauty of Flickr Pictures.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

Smelly Maps: The Digital Life of Urban Smellscapes.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

2014
Modeling dynamics of attention in social media with user efficiency.
EPJ Data Sci., 2014

Characterization of online groups along space, time, and social dimensions.
EPJ Data Sci., 2014

Fast filtering and animation of large dynamic networks.
EPJ Data Sci., 2014

Taking Brazil's pulse: tracking growing urban economies from online attention.
Proceedings of the 23rd International World Wide Web Conference, 2014

SNOW 2014 Data Challenge: Assessing the Performance of News Topic Detection Methods in Social Media.
Proceedings of the SNOW 2014 Data Challenge co-located with 23rd International World Wide Web Conference (WWW 2014), 2014

A soft frequent pattern mining approach for textual topic detection.
Proceedings of the 4th International Conference on Web Intelligence, 2014

Reading the source code of social ties.
Proceedings of the ACM Web Science Conference, 2014

Distributed Representations for Semantic Matching in non-factoid Question Answering.
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, 2014

Cold-start news recommendation with domain-dependent browse graph.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

The shortest path to happiness: recommending beautiful, quiet, and happy routes in the city.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

2013
Sensing Trending Topics in Twitter.
IEEE Trans. Multim., 2013

Fast animation of large dynamic networks.
CoRR, 2013

Distinguishing topical and social groups based on common identity and bond theory.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Follow My Friends This Friday! An Analysis of Human-Generated Friendship Recommendations.
Proceedings of the Social Informatics - 5th International Conference, 2013

Metro: Exploring Participation in Public Events.
Proceedings of the Social Informatics - 5th International Conference, 2013

Competition-based networks for expert finding.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

SocialSensor: Finding Diverse Images at MediaEval 2013.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Search behaviour on photo sharing platforms.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Tracking Human Migration from Online Attention.
Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

2012
Friendship prediction and homophily in social media.
ACM Trans. Web, 2012

Link creation and information spreading over social and communication ties in an interest-based online social network.
EPJ Data Sci., 2012

LotusNet: Tunable privacy for distributed online social network services.
Comput. Commun., 2012

Image ranking based on user browsing behavior.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Predicting participants in public events using stock photos.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

People Are Strange When You're a Stranger: Impact and Influence of Bots on Social Networks.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

2011
Contextual tag inference.
ACM Trans. Multim. Comput. Commun. Appl., 2011

An identity-based approach to secure P2P applications with Likir.
Peer-to-Peer Netw. Appl., 2011

Behavior-driven clustering of queries into topics.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Link Creation and Profile Alignment in the aNobii Social Network.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Secure and flexible framework for decentralized social network services.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Tagging with DHARMA, a DHT-based approach for resource mapping through approximation.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

2009
Avoiding Eclipse Attacks on Kad/Kademlia: An Identity Based Approach.
Proceedings of IEEE International Conference on Communications, 2009

2008
Tempering Kademlia with a Robust Identity Based System.
Proceedings of the Proceedings P2P'08, 2008


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