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A review of social media-based public opinion analyses: Challenges and recommendations
X Dong, Y Lian - Technology in Society, 2021 - Elsevier
Compared with survey polls, social media can yield a better and more comprehensive
understanding of public perceptions of special topics in a more scientific manner. However …
understanding of public perceptions of special topics in a more scientific manner. However …
Smart Mobility in Smart Cities: Emerging challenges, recent advances and future directions
The world is witnessing a vivid race toward develo** advanced solutions to enable smart,
fast, affordable and environment friendly mobility for Smart Cities inhabitants. This led to the …
fast, affordable and environment friendly mobility for Smart Cities inhabitants. This led to the …
A deep learning approach for detecting traffic accidents from social media data
This paper employs deep learning in detecting the traffic accident from social media data.
First, we thoroughly investigate the 1-year over 3 million tweet contents in two metropolitan …
First, we thoroughly investigate the 1-year over 3 million tweet contents in two metropolitan …
Assessment of airport service quality: A complementary approach to measure perceived service quality based on Google reviews
The purpose of this paper is to demonstrate that user-generated online contents can be
used as an alternative data source for assessing airport service quality, which effectively …
used as an alternative data source for assessing airport service quality, which effectively …
A stepwise interpretable machine learning framework using linear regression (LR) and long short-term memory (LSTM): City-wide demand-side prediction of yellow …
As app-based ride-hailing services have been widely adopted within existing traditional taxi
markets, researchers have been devoted to understand the important factors that influence …
markets, researchers have been devoted to understand the important factors that influence …
[HTML][HTML] From Twitter to traffic predictor: Next-day morning traffic prediction using social media data
The effectiveness of traditional traffic prediction methods, such as autoregressive or spatio-
temporal models, is often extremely limited when forecasting traffic dynamics in early …
temporal models, is often extremely limited when forecasting traffic dynamics in early …
Identifying tourists and analyzing spatial patterns of their destinations from location-based social media data
Reliable travel behavior data is a prerequisite for transportation planning process. In large
tourism dependent cities, tourists are the most dynamic population group whose size and …
tourism dependent cities, tourists are the most dynamic population group whose size and …
From data to actions in intelligent transportation systems: A prescription of functional requirements for model actionability
Advances in Data Science permeate every field of Transportation Science and Engineering,
resulting in developments in the transportation sector that are data-driven. Nowadays …
resulting in developments in the transportation sector that are data-driven. Nowadays …
A framework with efficient extraction and analysis of Twitter data for evaluating public opinions on transportation services
Public opinion is a valuable source for evaluating the performance of transportation
services, which can guide management and policy adjustment. In contrast to traditional …
services, which can guide management and policy adjustment. In contrast to traditional …
[HTML][HTML] Extraction and analysis of social networks data to detect traffic accidents
Traffic accident detection is an important strategy governments can use to implement
policies intended to reduce accidents. They usually use techniques such as image …
policies intended to reduce accidents. They usually use techniques such as image …