Mapping HCI research methods for studying social media interaction: A systematic literature review

Y Shibuya, A Hamm, TC Pargman - Computers in Human Behavior, 2022 - Elsevier
In the last decades, researchers in Human-computer interaction (HCI) took numerous efforts
to investigate people's social media interaction. To understand how researchers in HCI have …

Unsupervised clickstream clustering for user behavior analysis

G Wang, X Zhang, S Tang, H Zheng… - Proceedings of the 2016 …, 2016 - dl.acm.org
Online services are increasingly dependent on user participation. Whether it's online social
networks or crowdsourcing services, understanding user behavior is important yet …

User intent in multimedia search: a survey of the state of the art and future challenges

C Kofler, M Larson, A Hanjalic - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Today's multimedia search engines are expected to respond to queries reflecting a wide
variety of information needs from users with different goals. The topical dimension (“what” …

Detecting malicious social bots based on clickstream sequences

P Shi, Z Zhang, KKR Choo - IEEE Access, 2019 - ieeexplore.ieee.org
With the significant increase in the volume, velocity, and variety of user data (eg, user-
generated data) in online social networks, there have been attempted to design new ways of …

User intent, behaviour, and perceived satisfaction in product search

N Su, J He, Y Liu, M Zhang, S Ma - … Conference on Web Search and Data …, 2018 - dl.acm.org
As online shopping becomes increasingly popular, users perform more product search to
purchase items. Previous studies have investigated people's online shopping behaviours …

Representativeness and face-ism: Gender bias in image search

R Ulloa, AC Richter, M Makhortykh… - new media & …, 2024 - journals.sagepub.com
Implicit and explicit gender biases in media representations of individuals have long existed.
Women are less likely to be represented in gender-neutral media content (representation …

Clickstream user behavior models

G Wang, X Zhang, S Tang, C Wilson, H Zheng… - ACM Transactions on …, 2017 - dl.acm.org
The next generation of Internet services is driven by users and user-generated content. The
complex nature of user behavior makes it highly challenging to manage and secure online …

Identifying frequent user tasks from application logs

H Dev, Z Liu - Proceedings of the 22nd international conference on …, 2017 - dl.acm.org
In the light of continuous growth in log analytics, application logs remain a valuable source
to understand and analyze patterns in user behavior. Today, almost every major software …

Folksonomy-based visual ontology construction and its applications

Q Fang, C Xu, J Sang, MS Hossain… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
An ontology hierarchically encodes concepts and concept relationships, and has a variety of
applications such as semantic understanding and information retrieval. Previous work for …

Investigating examination behavior of image search users

X Xie, Y Liu, X Wang, M Wang, Z Wu, Y Wu… - Proceedings of the 40th …, 2017 - dl.acm.org
Image search engines show results differently from general Web search engines in three
key ways:(1) most Web-based image search engines adopt the two-dimensional result …