{"title":"海事技术关注趋势:流行语、稳定性和新兴模式","authors":"Mehrnaz Jalali, Alessio Tei","doi":"10.1016/j.eist.2025.101035","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents a systematic literature review (SLR) to differentiate between transient buzzwords and sustained technological trends in maritime technology by analyzing attention patterns over time. Using temporal data from academic publications, industry news, and EU-funded projects, we identify key trends shaping the sector’s technological discourse. Our findings indicate that alternative fuels, green propulsion, decarbonization, electrification, and automation receive sustained attention across research, policy, and industry, highlighting their long-term relevance. Artificial intelligence (AI) and smart ports demonstrate stable momentum, though policy engagement lags behind industry adoption. Green ports exhibit steady growth, reflecting challenges in infrastructure modernization. Automated identification system (AIS) Automated identification system (AIS)<span><span><sup>1</sup></span></span> remains widely discussed as an established technology rather than an emerging trend. In contrast, blockchain and internet of things (IoT) follow hype cycles, experiencing sharp attention spikes before declining. Big data and cloud computing, while still in use, have transitioned from broad discussions to specialized applications, reducing their prominence in wider discourse. Digital twins sustain research interest but face slow industry uptake, while Port Community Systems (PCS) and synchromodality display inconsistent attention patterns, suggesting early-stage development. This analysis provides insights into how maritime technologies gain and sustain attention over time, helping researchers, policymakers, and industry stakeholders distinguish between fleeting hype and transformative trends in maritime innovation.</div></div>","PeriodicalId":54294,"journal":{"name":"Environmental Innovation and Societal Transitions","volume":"57 ","pages":"Article 101035"},"PeriodicalIF":6.1000,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Maritime technology attention trends: Buzzwords, stability, and emerging patterns\",\"authors\":\"Mehrnaz Jalali, Alessio Tei\",\"doi\":\"10.1016/j.eist.2025.101035\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper presents a systematic literature review (SLR) to differentiate between transient buzzwords and sustained technological trends in maritime technology by analyzing attention patterns over time. Using temporal data from academic publications, industry news, and EU-funded projects, we identify key trends shaping the sector’s technological discourse. Our findings indicate that alternative fuels, green propulsion, decarbonization, electrification, and automation receive sustained attention across research, policy, and industry, highlighting their long-term relevance. Artificial intelligence (AI) and smart ports demonstrate stable momentum, though policy engagement lags behind industry adoption. Green ports exhibit steady growth, reflecting challenges in infrastructure modernization. Automated identification system (AIS) Automated identification system (AIS)<span><span><sup>1</sup></span></span> remains widely discussed as an established technology rather than an emerging trend. In contrast, blockchain and internet of things (IoT) follow hype cycles, experiencing sharp attention spikes before declining. Big data and cloud computing, while still in use, have transitioned from broad discussions to specialized applications, reducing their prominence in wider discourse. Digital twins sustain research interest but face slow industry uptake, while Port Community Systems (PCS) and synchromodality display inconsistent attention patterns, suggesting early-stage development. This analysis provides insights into how maritime technologies gain and sustain attention over time, helping researchers, policymakers, and industry stakeholders distinguish between fleeting hype and transformative trends in maritime innovation.</div></div>\",\"PeriodicalId\":54294,\"journal\":{\"name\":\"Environmental Innovation and Societal Transitions\",\"volume\":\"57 \",\"pages\":\"Article 101035\"},\"PeriodicalIF\":6.1000,\"publicationDate\":\"2025-08-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Innovation and Societal Transitions\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2210422425000747\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Innovation and Societal Transitions","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210422425000747","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Maritime technology attention trends: Buzzwords, stability, and emerging patterns
This paper presents a systematic literature review (SLR) to differentiate between transient buzzwords and sustained technological trends in maritime technology by analyzing attention patterns over time. Using temporal data from academic publications, industry news, and EU-funded projects, we identify key trends shaping the sector’s technological discourse. Our findings indicate that alternative fuels, green propulsion, decarbonization, electrification, and automation receive sustained attention across research, policy, and industry, highlighting their long-term relevance. Artificial intelligence (AI) and smart ports demonstrate stable momentum, though policy engagement lags behind industry adoption. Green ports exhibit steady growth, reflecting challenges in infrastructure modernization. Automated identification system (AIS) Automated identification system (AIS)1 remains widely discussed as an established technology rather than an emerging trend. In contrast, blockchain and internet of things (IoT) follow hype cycles, experiencing sharp attention spikes before declining. Big data and cloud computing, while still in use, have transitioned from broad discussions to specialized applications, reducing their prominence in wider discourse. Digital twins sustain research interest but face slow industry uptake, while Port Community Systems (PCS) and synchromodality display inconsistent attention patterns, suggesting early-stage development. This analysis provides insights into how maritime technologies gain and sustain attention over time, helping researchers, policymakers, and industry stakeholders distinguish between fleeting hype and transformative trends in maritime innovation.
期刊介绍:
Environmental Innovation and Societal Transitions serves as a platform for reporting studies on innovations and socio-economic transitions aimed at fostering an environmentally sustainable economy, thereby addressing structural resource scarcity and environmental challenges, particularly those associated with fossil energy use and climate change. The journal focuses on various forms of innovation, including technological, organizational, economic, institutional, and political, as well as economy-wide and sectoral changes in areas such as energy, transport, agriculture, and water management. It endeavors to tackle complex questions concerning social, economic, behavioral-psychological, and political barriers and opportunities, along with their intricate interactions. With a multidisciplinary approach and methodological openness, the journal welcomes contributions from a wide array of disciplines within the social, environmental, and innovation sciences.