Innovative assisted design of accessible products based on multi-dimensional perceptual information association rule extraction
With limited data and information available in the early stages of accessibility product development, it is difficult for product developers to conduct all the specific experiments to determine the technical performance due to time and cost constraints. In this paper, after completing the required s...
Uložené v:
| Vydané v: | Applied mathematics and nonlinear sciences Ročník 10; číslo 1 |
|---|---|
| Hlavní autori: | , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Beirut
Sciendo
01.01.2025
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services |
| Predmet: | |
| ISSN: | 2444-8656, 2444-8656 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | With limited data and information available in the early stages of accessibility product development, it is difficult for product developers to conduct all the specific experiments to determine the technical performance due to time and cost constraints. In this paper, after completing the required screening of Chinese natural evaluation language, we obtain the vocabulary base for quantitative model construction. And the construction of the semantic quantitative model is carried out according to the characteristics of the vocabulary problem related to product perception imagery in the study. By combining the association rule mining algorithm, the fuzzy weighted support is calculated, so as to obtain a more reasonable and effective final priority ranking of TCs. After the screening of imagery word pairs, Python language is utilized to realize the association of user requirements and output the results. The final assessment of the overall accessible product development and design, 8 for the subjects to evaluate the results are all A grade or A +. This study can provide effective and reasonable guidance for accessible product development and design decision-making, and ensure reliability in user requirement analysis. |
|---|---|
| AbstractList | With limited data and information available in the early stages of accessibility product development, it is difficult for product developers to conduct all the specific experiments to determine the technical performance due to time and cost constraints. In this paper, after completing the required screening of Chinese natural evaluation language, we obtain the vocabulary base for quantitative model construction. And the construction of the semantic quantitative model is carried out according to the characteristics of the vocabulary problem related to product perception imagery in the study. By combining the association rule mining algorithm, the fuzzy weighted support is calculated, so as to obtain a more reasonable and effective final priority ranking of TCs. After the screening of imagery word pairs, Python language is utilized to realize the association of user requirements and output the results. The final assessment of the overall accessible product development and design, 8 for the subjects to evaluate the results are all A grade or A +. This study can provide effective and reasonable guidance for accessible product development and design decision-making, and ensure reliability in user requirement analysis. |
| Author | Han, Qi Liu, Shu’nan |
| Author_xml | – sequence: 1 givenname: Qi surname: Han fullname: Han, Qi email: amy_han7758@163.com organization: College of Media, Yangtze University, Wuhan, Hubei, 430100, China – sequence: 2 givenname: Shu’nan surname: Liu fullname: Liu, Shu’nan organization: College of Media, Yangtze University, Wuhan, Hubei, 430100, China |
| BookMark | eNptkM9LwzAcxYNMcM5dPQc8dyZN0i5HGf6CgRc9lzT5dmS0SU3a6U7-66ZM0IOHkJcv73345l2imfMOELqmZJXzcn2rOheznOQiI1ywMzTPOefZuhDF7I--QMsY94SQnFFWFPkcfT075w9qsAfAKkYbBzDYQLQ7h32DldaQpnULuA_ejHqIuFYxebzD3dgONjO2Axetd6rFPQQN_TAmaV3jQ5fAyZjAXtuTDmNiwecQlJ7eV-i8UW2E5c-9QG8P96-bp2z78vi8udtmmoqSZgo0y5tGGlpTQ4XmjEBTG2JqURrFClKLWgvKJZe6kYylozQwLk0aUMPYAt2cuOkb7yPEodr7MaSdY8WoJJLwkufJtTq5dPAxBmiqPthOhWNFSTX1XE09V1PP1dRzCshT4EO1AwQDuzAek_il_x-khLJvi0mKJg |
| Cites_doi | 10.1109/ICEI18.2018.8448612 10.1007/978-3-030-49282-3_22 10.3758/s13428-022-01985-3 10.1007/s44196-024-00425-8 10.1007/978-3-319-58753-0_74 10.24867/GRID-2018-p33 10.1109/ICID52250.2020.00040 10.1007/s00500-024-10181-8 10.1007/978-3-319-94947-5_38 10.54097/zsh22915 10.2991/assehr.k.210813.064 10.1109/ICIRDC62824.2023.00026 10.1007/978-3-319-94706-8_32 10.1007/978-3-319-96071-5_172 10.2991/assehr.k.200316.057 10.2112/JCR-SI116-097.1 |
| ContentType | Journal Article |
| Copyright | 2025. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| Copyright_xml | – notice: 2025. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| DBID | AAYXX CITATION ABUWG AFKRA AZQEC BENPR CCPQU DWQXO PHGZM PHGZT PIMPY PKEHL PQEST PQQKQ PQUKI PRINS |
| DOI | 10.2478/amns-2025-0453 |
| DatabaseName | CrossRef ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials - QC ProQuest Central ProQuest One ProQuest Central Korea ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China |
| DatabaseTitle | CrossRef Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest Central China ProQuest Central ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) |
| DatabaseTitleList | Publicly Available Content Database CrossRef |
| Database_xml | – sequence: 1 dbid: PIMPY name: Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences |
| EISSN | 2444-8656 |
| ExternalDocumentID | 10_2478_amns_2025_0453 10_2478_amns_2025_0453101 |
| GroupedDBID | 9WM AATOW ABFKT ADBLJ AFFHD AFKRA AHGSO ALMA_UNASSIGNED_HOLDINGS AMVHM ARCSS BENPR CCPQU EBS M~E OK1 PHGZM PHGZT PIMPY QD8 SLJYH AAYXX CITATION ABUWG AZQEC DWQXO PKEHL PQEST PQQKQ PQUKI PRINS |
| ID | FETCH-LOGICAL-c1571-aec32ff9d1b1d15c430efbd0db57da360b5bc514949cf933f93ace349d49c1d33 |
| IEDL.DBID | BENPR |
| ISSN | 2444-8656 |
| IngestDate | Sun Oct 19 01:26:59 EDT 2025 Sat Nov 29 07:18:58 EST 2025 Sat Nov 29 01:23:02 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| License | This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. http://creativecommons.org/licenses/by-nc-nd/4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c1571-aec32ff9d1b1d15c430efbd0db57da360b5bc514949cf933f93ace349d49c1d33 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| OpenAccessLink | https://www.proquest.com/docview/3190904742?pq-origsite=%requestingapplication% |
| PQID | 3190904742 |
| PQPubID | 6761185 |
| PageCount | 21 |
| ParticipantIDs | proquest_journals_3190904742 crossref_primary_10_2478_amns_2025_0453 walterdegruyter_journals_10_2478_amns_2025_0453101 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-01-01 20250101 |
| PublicationDateYYYYMMDD | 2025-01-01 |
| PublicationDate_xml | – month: 01 year: 2025 text: 2025-01-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Beirut |
| PublicationPlace_xml | – name: Beirut |
| PublicationTitle | Applied mathematics and nonlinear sciences |
| PublicationYear | 2025 |
| Publisher | Sciendo De Gruyter Brill Sp. z o.o., Paradigm Publishing Services |
| Publisher_xml | – name: Sciendo – name: De Gruyter Brill Sp. z o.o., Paradigm Publishing Services |
| References | (j_amns-2025-0453_ref_019) 2024 (j_amns-2025-0453_ref_020) 2024 (j_amns-2025-0453_ref_004) 2021; 33 (j_amns-2025-0453_ref_018) 2022 (j_amns-2025-0453_ref_013) 2024; 116 (j_amns-2025-0453_ref_009) 2024; 5 2025100409025863248_j_amns-2025-0453_ref_007 2025100409025863248_j_amns-2025-0453_ref_018 2025100409025863248_j_amns-2025-0453_ref_006 2025100409025863248_j_amns-2025-0453_ref_017 2025100409025863248_j_amns-2025-0453_ref_005 2025100409025863248_j_amns-2025-0453_ref_016 2025100409025863248_j_amns-2025-0453_ref_004 2025100409025863248_j_amns-2025-0453_ref_015 2025100409025863248_j_amns-2025-0453_ref_009 2025100409025863248_j_amns-2025-0453_ref_008 2025100409025863248_j_amns-2025-0453_ref_019 2025100409025863248_j_amns-2025-0453_ref_010 2025100409025863248_j_amns-2025-0453_ref_020 2025100409025863248_j_amns-2025-0453_ref_003 2025100409025863248_j_amns-2025-0453_ref_014 2025100409025863248_j_amns-2025-0453_ref_002 2025100409025863248_j_amns-2025-0453_ref_013 2025100409025863248_j_amns-2025-0453_ref_001 2025100409025863248_j_amns-2025-0453_ref_012 2025100409025863248_j_amns-2025-0453_ref_011 |
| References_xml | – volume: 33 start-page: 498 issue: suppl 8 year: 2021 end-page: 499 ident: j_amns-2025-0453_ref_004 article-title: RESEARCH ON BARRIER FREE DESIGN OF HOUSEHOLD PRODUCTS BASED ON DESIGN PSYCHOLOGY publication-title: Psychiatria Danubina – year: 2024 ident: j_amns-2025-0453_ref_019 article-title: A Novel Training Approach in Deep Spiking Neural Network Based on Fuzzy Weighting and Meta-heuristic Algorithm publication-title: International Journal of Computational Intelligence Systems(1) – volume: 5 start-page: 16 issue: 3 year: 2024 end-page: 19 ident: j_amns-2025-0453_ref_009 article-title: Reflections on Accessible Design from the Perspective of the Digital Age publication-title: Highlights in Art and Design – start-page: 1 year: 2024 end-page: 1 ident: j_amns-2025-0453_ref_020 article-title: Retraction Note: Association rule mining using fuzzy logic and whale optimization algorithm publication-title: Soft Computing(prepublish) – volume: 116 start-page: 478 issue: SI year: 2024 end-page: 482 ident: j_amns-2025-0453_ref_013 article-title: Beaches for Everyone? World’s First Water Wheelchair with Smart Safety Features for Barrier-Free Tourism publication-title: Journal of Coastal Research – start-page: 3699 year: 2022 end-page: 3725 ident: j_amns-2025-0453_ref_018 article-title: PHOR-in-One: A multilingual lexical database with PHonological, ORthographic and PHonographic word similarity estimates in four languages publication-title: Behavior research methods(7) – ident: 2025100409025863248_j_amns-2025-0453_ref_015 doi: 10.1109/ICEI18.2018.8448612 – ident: 2025100409025863248_j_amns-2025-0453_ref_017 doi: 10.1007/978-3-030-49282-3_22 – ident: 2025100409025863248_j_amns-2025-0453_ref_018 doi: 10.3758/s13428-022-01985-3 – ident: 2025100409025863248_j_amns-2025-0453_ref_019 doi: 10.1007/s44196-024-00425-8 – ident: 2025100409025863248_j_amns-2025-0453_ref_007 – ident: 2025100409025863248_j_amns-2025-0453_ref_002 – ident: 2025100409025863248_j_amns-2025-0453_ref_003 doi: 10.1007/978-3-319-58753-0_74 – ident: 2025100409025863248_j_amns-2025-0453_ref_014 doi: 10.24867/GRID-2018-p33 – ident: 2025100409025863248_j_amns-2025-0453_ref_004 – ident: 2025100409025863248_j_amns-2025-0453_ref_005 doi: 10.1109/ICID52250.2020.00040 – ident: 2025100409025863248_j_amns-2025-0453_ref_020 doi: 10.1007/s00500-024-10181-8 – ident: 2025100409025863248_j_amns-2025-0453_ref_001 doi: 10.1007/978-3-319-94947-5_38 – ident: 2025100409025863248_j_amns-2025-0453_ref_009 doi: 10.54097/zsh22915 – ident: 2025100409025863248_j_amns-2025-0453_ref_010 doi: 10.2991/assehr.k.210813.064 – ident: 2025100409025863248_j_amns-2025-0453_ref_008 doi: 10.1109/ICIRDC62824.2023.00026 – ident: 2025100409025863248_j_amns-2025-0453_ref_011 doi: 10.1007/978-3-319-94706-8_32 – ident: 2025100409025863248_j_amns-2025-0453_ref_012 doi: 10.1007/978-3-319-96071-5_172 – ident: 2025100409025863248_j_amns-2025-0453_ref_016 – ident: 2025100409025863248_j_amns-2025-0453_ref_006 doi: 10.2991/assehr.k.200316.057 – ident: 2025100409025863248_j_amns-2025-0453_ref_013 doi: 10.2112/JCR-SI116-097.1 |
| SSID | ssj0002313662 |
| Score | 2.2786636 |
| Snippet | With limited data and information available in the early stages of accessibility product development, it is difficult for product developers to conduct all the... |
| SourceID | proquest crossref walterdegruyter |
| SourceType | Aggregation Database Index Database Publisher |
| SubjectTerms | 53Z50 Accessible products Association rules Fuzzy weighting Lexical similarity Multidimensional information processing Product development |
| Title | Innovative assisted design of accessible products based on multi-dimensional perceptual information association rule extraction |
| URI | https://reference-global.com/article/10.2478/amns-2025-0453 https://www.proquest.com/docview/3190904742 |
| Volume | 10 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2444-8656 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002313662 issn: 2444-8656 databaseCode: M~E dateStart: 20160101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2444-8656 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002313662 issn: 2444-8656 databaseCode: BENPR dateStart: 20160101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 2444-8656 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002313662 issn: 2444-8656 databaseCode: PIMPY dateStart: 20160101 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1RS9xAEB7q2Qdf1NpKz56yD4JPwSS7SdwnaYtSoT0O0WKfwu7OrhzY3JncnfSpf72zyaZHS-mLDyEhhCHwfTszOzM7A3CMBXd5xvNIFErQBkXbSDtNCy-VQqS2yFWbLvj6uRiPz-7u5CQE3JpQVtnrxFZR48z4GPkpUSWWsaCd3Pn8MfJTo3x2NYzQ2IBN36lMDGDzw8V4cv07ykLeC8_ztOvWmIri7FR9rxqiRppF5MzwP63R2sXcfmqT1Wjv6-WPRZ8cbW3O5c5z_3YXtoO3yd539HgFL2y1BzvB82RhXTev4edVGI66soy8aQ89MmyLO9jMMdVOVZzqB8vmXYfYhnnzh2xWsbYkMUI_JaDr8MHmXbHMkh5DX1aPvhfcM4HVS5JFdqHuzlW8gdvLi5uPn6IwmiEySVYkkbKGp85JTHSCSWYEj63TGKPOClQ8j3WmDfliUkjjJOd0KWO5kEgvEuR8HwbVrLJvgQmVcZ1IzLiRwjpidpE40jOWo8NY2SGc9BCV864DR0k7Fw9m6cEsPZilB3MIox6MMqzEplwjMYT0L1TXX_1bIKmrg__LfAdbHZd8TGYEg0W9tIfw0qwW06Y-Cmyk--Tqy-TbLyNh8bI |
| linkProvider | ProQuest |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V3Na9RAFH-UraCX1k9crToHxVNoMh_JzkFKUUuXbpc9VKmnOJ-loNk12W3pyf-of2PfZBIXRbz14CEQQniQzG9-73PeA3htC-ZzwfKEF4qjg6Jdor3GjUcl59QVuWrTBZ8nxXQ6Oj2Vsw247s_ChLLKnhNborZzE2LkuwiVVKYcPbm9xY8kTI0K2dV-hEaExZG7ukSXrXk3_oDr-4bSg48n7w-TbqpAYjJRZIlyhlHvpc10ZjNhOEud1za1WhRWsTzVQhs0IySXxqO7j5cyjnFp8UFmQwAUKX8Tv0SMBrA5Gx_PvvyK6qC1xPKcxu6QlBejXfW9ahCKVCRoPLHftd_apN26bJPj1p3Vq6tln4xtddzB9v_2d-7DVmdNk_0I_wew4aqHsN1Z1qTjreYR_Bx3w18vHEFvIUDbEtsWr5C5J6qdGnmuvzmyiB1wGxLUuyXzirQll4kNUxBiBxOyiMVAK7zt-s4GdAfBPdJJvUJZqPfqeG7kMXy6ld_wBAbVvHJPgXAlmM6kFcxI7jzu3CLzyKOOWW9T5YbwtodEuYgdRkr0zAJ4ygCeMoCnDOAZwk6_-GXHNE25Xvkh0D9QtH7r7wKRjp_9W-YruHt4cjwpJ-Pp0XO4F3Ec4k87MFjWK_cC7piL5XlTv-x2AoGvtw2vGyp_Tso |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Innovative+assisted+design+of+accessible+products+based+on+multi-dimensional+perceptual+information+association+rule+extraction&rft.jtitle=Applied+mathematics+and+nonlinear+sciences&rft.au=Han%2C+Qi&rft.au=Shu%E2%80%99nan+Liu&rft.date=2025-01-01&rft.pub=De+Gruyter+Brill+Sp.+z+o.o.%2C+Paradigm+Publishing+Services&rft.eissn=2444-8656&rft.volume=10&rft.issue=1&rft_id=info:doi/10.2478%2Famns-2025-0453 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2444-8656&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2444-8656&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2444-8656&client=summon |