Abstract

Artificial intelligence (AI) is a powerful technology that can be utilized throughout a construction project lifecycle. Transition to incorporate AI technologies in the construction industry has been delayed due to the lack of know-how and research. There is also a knowledge gap regarding how the public perceives AI technologies, their areas of application, prospects, and constraints in the construction industry. This study aims to explore AI technology adoption prospects and constraints in the Australian construction industry by analyzing social media data. This study adopted social media analytics, along with sentiment and content analyses of Twitter messages (n = 7906), as the methodological approach. The results revealed that: (a) robotics, internet-of-things, and machine learning are the most popular AI technologies in Australia; (b) Australian public sentiments toward AI are mostly positive, whilst some negative perceptions exist; (c) there are distinctive views on the opportunities and constraints of AI among the Australian states/territories; (d) timesaving, innovation, and digitalization are the most common AI prospects; and (e) project risk, security of data, and lack of capabilities are the most common AI constraints. This study is the first to explore AI technology adoption prospects and constraints in the Australian construction industry by analyzing social media data. The findings inform the construction industry on public perceptions and prospects and constraints of AI adoption. In addition, it advocates the search for finding the most efficient means to utilize AI technologies. The study helps public perceptions and prospects and constraints of AI adoption to be factored in construction industry technology adoption.

Highlights

  • IntroductionArtificial intelligence (AI) technologies have been widely adopted in many industry sectors [1,2,3]

  • Published: 10 January 2022Artificial intelligence (AI) technologies have been widely adopted in many industry sectors [1,2,3]

  • The adoption level is significantly lower in the Australian construction industry

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Summary

Introduction

Artificial intelligence (AI) technologies have been widely adopted in many industry sectors [1,2,3]. The adoption level is significantly lower in the Australian construction industry. The Australian construction industry generates approximately billion in revenue, accounting for 9% of the country’s gross domestic product (GDP), and it is expected to grow to 11.5% of the total GDP in the five years [4]. Its productivity has only increased by 1% over the past two decades. There are growing concerns regarding efficiency in the industry [5]. The slow growth is a direct result of the fundamental rules and characteristics of the construction market. The cyclical demand is further compounded, leading to low capital investment and limited standardization [6]

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