7356aa6555d25c8fad2e5fd6b3febf8e pmc_10406498.pdf 2c9fe6c3286c164be1c1377dd6471a707881e83e pmc_10406498.pdf c599f5134803d9a10afcaae16b6538f78ab8d4375f85e8e61c23449e51ac1189 pmc_10406498.pdf Title: Editorial: Ethical design of artificial intelligence-based systems for decision making Subject: Biondi G, Cagnoni S, Capobianco R, Franzoni V, Lisi FA, Milani A and Vallverdú J (2023) Editorial: Ethical design of artificial intelligence-based systems for decision making. Front. Artif. Intell. 6:1250209. doi: 10.3389/frai.2023.1250209 Keywords: ethics; artificial intelligence; decision support; AI regulation; ethics in AI; fairness Author: Giulio Biondi Creator: LaTeX with hyperref package + hypdvips Producer: dvips + MiKTeX GPL Ghostscript 9.0 CreationDate: Sat Jul 22 09:04:41 2023 CEST ModDate: Sat Jul 22 09:08:28 2023 CEST Custom Metadata: no Metadata Stream: yes Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 5 Encrypted: no Page size: 595.26 x 842.116 pts (A4) Page rot: 0 File size: 147576 bytes Optimized: no PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- DTONNF+MuseoSans-300 Type 1C Custom yes yes yes 33 0 CXQRSC+MuseoSans-300Italic Type 1C WinAnsi yes yes no 46 0 HGKCXG+MinionPro-Regular Type 1C Custom yes yes no 49 0 EXAKIE+MuseoSans-500 Type 1C Custom yes yes yes 56 0 TEHINP+MuseoSans-700 Type 1C Custom yes yes no 30 0 ZELMVB+MinionPro-It Type 1C Custom yes yes no 166 0 Jhove (Rel. 1.28.0, 2023-05-18) Date: 2025-02-12 02:43:35 CET RepresentationInformation: pmc_10406498.pdf ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16) LastModified: 2025-02-04 02:26:46 CET Size: 147576 Format: PDF Version: 1.6 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 210 FreeObjects: 11 IncrementalUpdates: 0 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: true CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: SinglePage PageMode: UseOutlines Language: en Outlines: Item: Title: Editorial: Ethical design of artificial intelligence-based systems for decision making Destination: ariclecounter.1 Children: Item: Title: Introduction Destination: section*.2 Item: Title: State of the art Destination: section*.3 Item: Title: Research Topic on ethical design of artificial intelligence-based systems for decision making Destination: section*.4 Children: Item: Title: Systematic reviews Destination: section*.5 Item: Title: Novel research contributions Destination: section*.6 Item: Title: Opinion and perspective contributions Destination: section*.7 Item: Title: Open problems and future work Destination: section*.8 Children: Item: Title: Transparency and explainability Destination: section*.9 Item: Title: Accountability and responsibility, autonomy, human oversight, and control Destination: section*.10 Item: Title: Bias and fairness, Societal impact, and distribution of benefits Destination: section*.11 Item: Title: Privacy and data security Destination: section*.12 Item: Title: Conclusion Destination: section*.13 Item: Title: Author contributions Destination: section*.14 Item: Title: Funding Destination: section*.15 Item: Title: Conflict of interest Destination: section*.16 Item: Title: Publisher's note Destination: section*.17 Item: Title: References Destination: section*.18 Info: Title: Editorial: Ethical design of artificial intelligence-based systems for decision making Author: Giulio Biondi Subject: Biondi G, Cagnoni S, Capobianco R, Franzoni V, Lisi FA, Milani A and Vallverdú J (2023) Editorial: Ethical design of artificial intelligence-based systems for decision making. Front. Artif. Intell. 6:1250209. doi: 10.3389/frai.2023.1250209 Keywords: ethics; artificial intelligence; decision support; AI regulation; ethics in AI; fairness Creator: LaTeX with hyperref package + hypdvips Producer: dvips + MiKTeX GPL Ghostscript 9.0 CreationDate: Sat Jul 22 09:34:41 CEST 2023 ModDate: Sat Jul 22 09:38:28 CEST 2023 ID: 0x5a1a895b2b354af66b7265125458d2ee, 0x56d0d8238133e04aa1d56d00109d4de0 Filters: FilterPipeline: FlateDecode Images: Image: NisoImageMetadata: FormatName: image/png ImageWidth: 32 ImageHeight: 128 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Fonts: Type1: Font: BaseFont: DTONNF+MuseoSans-300 FontSubset: true FirstChar: 2 LastChar: 250 FontDescriptor: FontName: DTONNF+MuseoSans-300 Flags: Symbolic FontBBox: -55, -210, 841, 742 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: HGKCXG+MinionPro-Regular FontSubset: true FirstChar: 2 LastChar: 250 FontDescriptor: FontName: HGKCXG+MinionPro-Regular Flags: Symbolic FontBBox: -26, -257, 956, 713 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: ZELMVB+MinionPro-It FontSubset: true FirstChar: 2 LastChar: 150 FontDescriptor: FontName: ZELMVB+MinionPro-It Flags: Serif, Symbolic, Italic FontBBox: -142, -257, 1003, 712 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: EXAKIE+MuseoSans-500 FontSubset: true FirstChar: 2 LastChar: 250 FontDescriptor: FontName: EXAKIE+MuseoSans-500 Flags: Symbolic FontBBox: 2, -210, 845, 744 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: CXQRSC+MuseoSans-300Italic FontSubset: true FirstChar: 46 LastChar: 116 FontDescriptor: FontName: CXQRSC+MuseoSans-300Italic Flags: Serif, Nonsymbolic, SmallCap FontBBox: -53, -12, 572, 708 FontFile3: true Encoding: WinAnsiEncoding Font: BaseFont: TEHINP+MuseoSans-700 FontSubset: true FirstChar: 2 LastChar: 117 FontDescriptor: FontName: TEHINP+MuseoSans-700 Flags: Symbolic FontBBox: -1, -210, 941, 722 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true XMP: True https://www.frontiersin.org/legal/copyright-statement 2023-07-22T12:34:41+05:30 LaTeX with hyperref package + hypdvips 2023-07-22T12:38:28+05:30 2023-07-22T12:38:28+05:30 ethics; artificial intelligence; decision support; AI regulation; ethics in AI; fairness dvips + MiKTeX GPL Ghostscript 9.0 application/pdf Copyright © 2023 Biondi, Cagnoni, Capobianco, Franzoni, Lisi, Milani and Vallverdú. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). Biondi G, Cagnoni S, Capobianco R, Franzoni V, Lisi FA, Milani A and Vallverdú J (2023) Editorial: Ethical design of artificial intelligence-based systems for decision making. Front. Artif. Intell. 6:1250209. doi: 10.3389/frai.2023.1250209 Giulio Biondi Stefano Cagnoni Roberto Capobianco Valentina Franzoni Francesca A. Lisi Alfredo Milani Jordi Vallverdú Editorial: Ethical design of artificial intelligence-based systems for decision making ethics artificial intelligence decision support AI regulation ethics in AI fairness uuid:826bc86f-064d-4882-b24e-4fb5d5c8c338 uuid:b10b66b8-8fc5-43dc-93ed-caccd2f96f98 Pages: Page: Label: 1 Annotations: Annotation: Subtype: Link Rect: 48, 789, 265, 806 Annotation: Subtype: Link Rect: 463, 800, 491, 808 Annotation: Subtype: Link Rect: 479, 791, 489, 799 Annotation: Subtype: Link Rect: 489, 791, 504, 799 Annotation: Subtype: Link Rect: 504, 791, 522, 799 Annotation: Subtype: Link Rect: 460, 782, 546, 790 Annotation: Subtype: Link Rect: 48, 712, 124, 729 Annotation: Subtype: Link Rect: 57, 621, 144, 630 Annotation: Subtype: Link Rect: 62, 524, 149, 531 Annotation: Subtype: Link Rect: 69, 474, 97, 481 Annotation: Subtype: Link Rect: 97, 474, 133, 481 Annotation: Subtype: Link Rect: 133, 474, 168, 481 Annotation: Subtype: Link Rect: 168, 474, 194, 481 Annotation: Subtype: Link Rect: 48, 465, 75, 473 Annotation: Subtype: Link Rect: 214, 658, 546, 729 Annotation: Subtype: Link Rect: 229, 419, 531, 430 Annotation: Subtype: Link Rect: 340, 326, 413, 338 Destination: External Annotation: Subtype: Link Rect: 416, 326, 436, 338 Destination: External Annotation: Subtype: Link Rect: 225, 314, 258, 326 Destination: External Annotation: Subtype: Link Rect: 264, 314, 283, 326 Destination: External Annotation: Subtype: Link Rect: 302, 314, 390, 326 Destination: External Annotation: Subtype: Link Rect: 396, 314, 415, 326 Destination: External Annotation: Subtype: Link Rect: 231, 254, 259, 266 Destination: External Annotation: Subtype: Link Rect: 263, 254, 282, 266 Destination: External Annotation: Subtype: Link Rect: 440, 182, 544, 194 Destination: External Annotation: Subtype: Link Rect: 214, 170, 233, 182 Destination: External Annotation: Subtype: Link Rect: 238, 170, 320, 182 Destination: External Annotation: Subtype: Link Rect: 324, 170, 344, 182 Destination: External Annotation: Subtype: Link Rect: 217, 146, 268, 158 Destination: External Annotation: Subtype: Link Rect: 273, 146, 292, 158 Destination: External Annotation: Subtype: Link Rect: 500, 122, 255, 122 Destination: External Annotation: Subtype: Link Rect: 259, 110, 278, 122 Destination: External Annotation: Subtype: Link Rect: 282, 110, 327, 122 Destination: External Annotation: Subtype: Link Rect: 331, 110, 350, 122 Destination: External Annotation: Subtype: Link Rect: 277, 74, 320, 86 Destination: External Annotation: Subtype: Link Rect: 323, 74, 342, 86 Destination: External Annotation: Subtype: Link Rect: 48, 33, 153, 41 Annotation: Subtype: Link Rect: 498, 33, 546, 41 Page: Label: 2 Sequence: 2 Annotations: Annotation: Subtype: Link Rect: 458, 800, 546, 807 Annotation: Subtype: Link Rect: 134, 476, 188, 488 Destination: External Annotation: Subtype: Link Rect: 192, 476, 211, 488 Destination: External Annotation: Subtype: Link Rect: 215, 476, 250, 488 Destination: External Annotation: Subtype: Link Rect: 253, 476, 273, 488 Destination: External Annotation: Subtype: Link Rect: 169, 440, 213, 452 Destination: External Annotation: Subtype: Link Rect: 215, 440, 234, 452 Destination: External Annotation: Subtype: Link Rect: 223, 416, 264, 428 Destination: External Annotation: Subtype: Link Rect: 267, 416, 286, 428 Destination: External Annotation: Subtype: Link Rect: 265, 190, 68, 190 Destination: External Annotation: Subtype: Link Rect: 72, 178, 91, 190 Destination: External Annotation: Subtype: Link Rect: 105, 166, 180, 178 Destination: External Annotation: Subtype: Link Rect: 183, 166, 202, 178 Destination: External Annotation: Subtype: Link Rect: 82, 142, 124, 154 Destination: External Annotation: Subtype: Link Rect: 132, 142, 151, 154 Destination: External Annotation: Subtype: Link Rect: 254, 130, 94, 130 Destination: External Annotation: Subtype: Link Rect: 98, 118, 117, 130 Destination: External Annotation: Subtype: Link Rect: 51, 94, 138, 106 Destination: External Annotation: Subtype: Link Rect: 145, 94, 164, 106 Destination: External Annotation: Subtype: Link Rect: 470, 728, 519, 740 Destination: External Annotation: Subtype: Link Rect: 522, 728, 541, 740 Destination: External Annotation: Subtype: Link Rect: 482, 478, 544, 487 Annotation: Subtype: Link Rect: 495, 262, 546, 271 Annotation: Subtype: Link Rect: 48, 33, 153, 41 Annotation: Subtype: Link Rect: 498, 33, 546, 41 Page: Label: 3 Sequence: 3 Annotations: Annotation: Subtype: Link Rect: 458, 800, 546, 807 Annotation: Subtype: Link Rect: 67, 716, 120, 725 Annotation: Subtype: Link Rect: 123, 716, 166, 725 Annotation: Subtype: Link Rect: 169, 714, 214, 725 Annotation: Subtype: Link Rect: 76, 668, 136, 677 Annotation: Subtype: Link Rect: 111, 572, 157, 581 Annotation: Subtype: Link Rect: 74, 474, 121, 485 Annotation: Subtype: Link Rect: 48, 238, 77, 247 Annotation: Subtype: Link Rect: 93, 238, 168, 247 Annotation: Subtype: Link Rect: 48, 224, 91, 226 Destination: External Annotation: Subtype: Link Rect: 96, 214, 116, 226 Destination: External Annotation: Subtype: Link Rect: 397, 752, 477, 760 Annotation: Subtype: Link Rect: 509, 536, 544, 548 Destination: External Annotation: Subtype: Link Rect: 303, 524, 322, 536 Destination: External Annotation: Subtype: Link Rect: 385, 327, 455, 339 Destination: External Annotation: Subtype: Link Rect: 457, 327, 476, 339 Destination: External Annotation: Subtype: Link Rect: 479, 327, 326, 327 Destination: External Annotation: Subtype: Link Rect: 333, 315, 352, 327 Destination: External Annotation: Subtype: Link Rect: 374, 82, 404, 94 Destination: External Annotation: Subtype: Link Rect: 407, 82, 426, 94 Destination: External Annotation: Subtype: Link Rect: 429, 82, 544, 94 Destination: External Annotation: Subtype: Link Rect: 303, 70, 322, 82 Destination: External Annotation: Subtype: Link Rect: 48, 33, 153, 41 Annotation: Subtype: Link Rect: 498, 33, 546, 41 Page: Label: 4 Sequence: 4 Annotations: Annotation: Subtype: Link Rect: 458, 800, 546, 807 Annotation: Subtype: Link Rect: 66, 690, 93, 702 Destination: External Annotation: Subtype: Link Rect: 96, 690, 115, 702 Destination: External Annotation: Subtype: Link Rect: 119, 690, 152, 702 Destination: External Annotation: Subtype: Link Rect: 155, 690, 174, 702 Destination: External Annotation: Subtype: Link Rect: 231, 594, 253, 606 Destination: External Annotation: Subtype: Link Rect: 255, 594, 274, 606 Destination: External Annotation: Subtype: Link Rect: 186, 446, 224, 458 Destination: External Annotation: Subtype: Link Rect: 226, 446, 246, 458 Destination: External Annotation: Subtype: Link Rect: 248, 446, 134, 446 Destination: External Annotation: Subtype: Link Rect: 136, 434, 156, 446 Destination: External Annotation: Subtype: Link Rect: 180, 312, 213, 324 Destination: External Annotation: Subtype: Link Rect: 217, 312, 236, 324 Destination: External Annotation: Subtype: Link Rect: 240, 312, 289, 324 Destination: External Annotation: Subtype: Link Rect: 48, 300, 67, 312 Destination: External Annotation: Subtype: Link Rect: 101, 264, 203, 276 Destination: External Annotation: Subtype: Link Rect: 205, 264, 224, 276 Destination: External Annotation: Subtype: Link Rect: 227, 264, 264, 276 Destination: External Annotation: Subtype: Link Rect: 267, 264, 286, 276 Destination: External Annotation: Subtype: Link Rect: 60, 139, 151, 146 Annotation: Subtype: Link Rect: 292, 101, 47, 120 Annotation: Subtype: Link Rect: 60, 76, 143, 83 Annotation: Subtype: Link Rect: 315, 76, 379, 83 Annotation: Subtype: Link Rect: 48, 32, 153, 40 Annotation: Subtype: Link Rect: 498, 32, 546, 40 Page: Label: 5 Sequence: 5 Annotations: Annotation: Subtype: Link Rect: 458, 800, 546, 807 Annotation: Subtype: Link Rect: 60, 688, 143, 695 Annotation: Subtype: Link Rect: 87, 668, 136, 675 Annotation: Subtype: Link Rect: 60, 564, 143, 571 Annotation: Subtype: Link Rect: 200, 481, 276, 488 Annotation: Subtype: Link Rect: 175, 461, 255, 468 Annotation: Subtype: Link Rect: 98, 441, 161, 448 Annotation: Subtype: Link Rect: 367, 724, 416, 731 Annotation: Subtype: Link Rect: 547, 695, 302, 712 Annotation: Subtype: Link Rect: 315, 668, 391, 675 Annotation: Subtype: Link Rect: 547, 638, 302, 656 Annotation: Subtype: Link Rect: 315, 591, 389, 599 Annotation: Subtype: Link Rect: 547, 474, 302, 493 Annotation: Subtype: Link Rect: 48, 33, 153, 41 Annotation: Subtype: Link Rect: 498, 33, 546, 41 Checksum: 25f7c529 Type: CRC32 Checksum: 7356aa6555d25c8fad2e5fd6b3febf8e Type: MD5 Checksum: 2c9fe6c3286c164be1c1377dd6471a707881e83e Type: SHA-1 Checksum: c599f5134803d9a10afcaae16b6538f78ab8d4375f85e8e61c23449e51ac1189 Type: SHA-256