?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Design+Digital+Multisensory+Textile+Experiences&rft.creator=Zhong%2C+Shu&rft.description=The+rise+of+Machine+Learning+(ML)+is+gradually+digitalizing+and%0D%0Areshaping+the+fashion+industry%2C+which+is+under+pressure+to+achieve%0D%0ANet+Zero.+However%2C+the+integration+of+ML%2FAI+for+sustainable+and%0D%0Acircular+practices+remains+limited+due+to+a+lack+of+domain-specific%0D%0Aknowledge+and+data.+My+doctoral+research+aims+to+bridge+this+gap%0D%0Aby+designing+digital+multisensory+textile+experiences+that+enhance%0D%0Athe+understanding+of+the+textile+domain+for+both+AI+systems+and%0D%0Ahumans.+To+this+end%2C+I+develop+TextileNet%2C+the+first+fashion+dataset%0D%0Ausing+textile+taxonomies+for+textile+materials+identification+and+classification+via+computer+vision%2C+and+TextileBot%2C+a+domain-specific%0D%0Aconversational+agent.+TextileBot+integrates+textile+taxonomies+with%0D%0Alarge+language+models+(LLMs)+to+engage+consumers+in+sustainable%0D%0Apractices.+Additionally%2C+my+research+explores+how+multisensory%0D%0Aexperiences+can+improve+user+understanding+and+how+AI+perceives%0D%0Atextiles.+The+overarching+goal+is+to+embed+human+expertise+into+machines%2C+design+immersive+multisensory+experiences%2C+and+facilitate%0D%0Anatural+human-AI+interactions+that+promote+sustainable+practices.&rft.subject=Human-AI+interaction%2C+AI+for+Social+Good%2C+Sustainability%2C+Machine+Learning%2C+Multimodal+Large+Language+Models%2C+Agents&rft.publisher=ACM&rft.date=2024-11-04&rft.type=Proceedings+paper&rft.language=eng&rft.source=+++++In%3A++Proceedings+of+the+26th+ACM+International+Conference+on+Multimodal+Interaction.++++ACM%3A+San+Jose%2C+Costa+Rica.+(2024)++++(In+press).++&rft.format=text&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10196395%2F1%2Ficmi24a-sub1019-cam-i15.pdf&rft.identifier=https%3A%2F%2Fdiscovery.ucl.ac.uk%2Fid%2Feprint%2F10196395%2F&rft.rights=open