Commonsense based text mining on urban policy

Puri, Manish; Varde, Aparna S.; Melo, Gerard de

doi:10.1007/s10579-022-09584-6

Cited by 9 publications

(2 citation statements)

References 38 publications

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“…This line of research was presented in textbooks (Davis, 1990;2008a;Mueller, 2014) and further developed within its own research community (Davis, 2008a;Levesque et al, 2012;Davis and Marcus, 2015). In current AI research, CSK is used for question-answering (Talmor et al, 2019;Nguyen et al, 2021), knowledge base creation (Tandon et al, 2017), text interpretation (Bisk et al, 2020;Puri et al, 2023) and visual recognition (Zellers et al, 2019), to name a few.…”

Section: Related Workmentioning

confidence: 99%

Commonsense knowledge in cognitive robotics: a systematic literature review

Töberg,

Ngonga Ngomo,

Beetz

et al. 2024

Front. Robot. AI

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One of the big challenges in robotics is the generalization necessary for performing unknown tasks in unknown environments on unknown objects. For us humans, this challenge is simplified by the commonsense knowledge we can access. For cognitive robotics, representing and acquiring commonsense knowledge is a relevant problem, so we perform a systematic literature review to investigate the current state of commonsense knowledge exploitation in cognitive robotics. For this review, we combine a keyword search on six search engines with a snowballing search on six related reviews, resulting in 2,048 distinct publications. After applying pre-defined inclusion and exclusion criteria, we analyse the remaining 52 publications. Our focus lies on the use cases and domains for which commonsense knowledge is employed, the commonsense aspects that are considered, the datasets/resources used as sources for commonsense knowledge and the methods for evaluating these approaches. Additionally, we discovered a divide in terminology between research from the knowledge representation and reasoning and the cognitive robotics community. This divide is investigated by looking at the extensive review performed by Zech et al. (The International Journal of Robotics Research, 2019, 38, 518–562), with whom we have no overlapping publications despite the similar goals.

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Section: Related Workmentioning

confidence: 99%

Commonsense knowledge in cognitive robotics: a systematic literature review

Töberg,

Ngonga Ngomo,

Beetz

et al. 2024

Front. Robot. AI

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“…Mine Area. e coal industry first began decommissioning and restructuring in Western Europe in the course of changes in the global energy structure [43]. Miners' resistance to abandoned mines was fierce, and to solve this problem, urban regeneration projects were implemented as policies to attract alternative industries and revitalize regions were prepared at the government level [44].…”

Section: A Case Study Of Urban Regeneration In An Abandonedmentioning

confidence: 99%

Sustainable Urban Regeneration Strategies in Korea’s Abandoned Mine Area Using Industrial Heritage

Lee

Shin

Jang

2022

Advances in Civil Engineering

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The purpose of this study was to establish sustainable urban regeneration strategies for the abandoned mine area by applying the industrial heritage in Taebaek city. To this end, this study first analyzed the urban regeneration strategies for abandoned mine areas in Western societies like the United Kingdom, Germany, Poland, the United States, and Spain. In addition, in-depth interviews were conducted with the concerned parties to analyze the abandoned mine areas in Taebaek city in line with the urban regeneration theoretical framework. The provision of urban regeneration strategies that apply the industrial heritage of the coal-mining areas involves the categories of urban regeneration like society, economy, environment, history, and cultural frameworks. The final findings deduced measures for two categories including the measures of activating Taebaek city as a cultural and also a leisure and sports city. The urban regeneration strategies to design Taebaek city as a cultural city include an EDM Festival by applying the dismal mood of the coal preparation plant industrial heritage in Taebaek city and Cheoram music and Lightning Road with industrial heritage. The urban regeneration strategies to design a leisure and sports city include a road bicycle racing contest by utilizing the geographical environment in Taebaek city which boasts high altitudes and Color Run. The two strategies of culture and leisure and sports contents deduced in the study can commonly utilize the industrial heritage of Taebaek city. Furthermore, as there is a continual demand for community participation, it is anticipated to apply it as the sustainable urban regeneration strategies of Taebaek city.

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