Array ( [id] => 2 [link] => [name] => [desc] => [children] => Array ( [0] => Array ( [id] => 6 [link] => https://book.coe.int/en/6-online-bookshop [name] => Online Bookshop [desc] => [children] => Array ( [0] => Array ( [id] => 40 [link] => https://book.coe.int/en/40-committee-of-ministers [name] => Committee of Ministers [desc] => [children] => Array ( [0] => Array ( [id] => 41 [link] => https://book.coe.int/en/41-texts-of-council-of-europe-treaties [name] => Texts of Council of Europe Treaties [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 43 [link] => https://book.coe.int/en/43-council-of-europe-treaties-and-explanatory-reports [name] => Council of Europe Treaties and explanatory reports [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 44 [link] => https://book.coe.int/en/44-collected-edition-of-the-council-of-europe-treaties-series [name] => Collected edition of the Council of Europe Treaties Series [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 45 [link] => https://book.coe.int/en/45-committee-of-ministers-compendium-of-adopted-texts [name] => Committee of Ministers - Compendium of adopted texts [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 42 [link] => https://book.coe.int/en/42-committee-of-ministers-other-publications [name] => Committee of Ministers - Other publications [desc] => [children] => Array ( ) ) ) ) [1] => Array ( [id] => 46 [link] => https://book.coe.int/en/46-parliamentary-assembly [name] => Parliamentary Assembly [desc] => [children] => Array ( [0] => Array ( [id] => 47 [link] => https://book.coe.int/en/47-parliamentary-assembly-adopted-texts [name] => Parliamentary Assembly / Adopted texts [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 48 [link] => https://book.coe.int/en/48-parliamentary-assembly-orders-of-the-day-minutes [name] => Parliamentary Assembly / Orders of the Day, Minutes [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 49 [link] => https://book.coe.int/en/49-parliamentary-assembly-official-reports-of-debates [name] => Parliamentary Assembly / Official Reports of Debates [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 50 [link] => https://book.coe.int/en/50-parliamentary-assembly-documents-working-papers [name] => Parliamentary Assembly / Documents, Working Papers [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 51 [link] => https://book.coe.int/en/51-parliamentary-assembly-general-publications [name] => Parliamentary Assembly / General publications [desc] => [children] => Array ( ) ) ) ) [2] => Array ( [id] => 52 [link] => https://book.coe.int/en/52-congress [name] => Congress [desc] => [children] => Array ( [0] => Array ( [id] => 53 [link] => https://book.coe.int/en/53-congress-local-and-regional-action-series [name] => Congress / Local and Regional Action Series [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 54 [link] => https://book.coe.int/en/54-congress-studies-and-texts-series [name] => Congress/ Studies and Texts Series [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 55 [link] => https://book.coe.int/en/55-congress-adopted-texts [name] => Congress / Adopted Texts [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 56 [link] => https://book.coe.int/en/56-congress-official-report-of-debates [name] => Congress / Official Report of Debates [desc] => [children] => Array ( ) ) ) ) [3] => Array ( [id] => 57 [link] => https://book.coe.int/en/57-human-rights [name] => Human Rights [desc] => [children] => Array ( [0] => Array ( [id] => 58 [link] => https://book.coe.int/en/58-human-rights-and-democracy [name] => Human Rights and Democracy [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 59 [link] => https://book.coe.int/en/59-children-s-rights-and-family-law [name] => Children's rights and family law [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 60 [link] => https://book.coe.int/en/60-making-democratic-institutions-work [name] => Making democratic institutions work [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 61 [link] => https://book.coe.int/en/61-minorities [name] => Minorities [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 62 [link] => https://book.coe.int/en/62-human-rights-files [name] => Human Rights Files [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 63 [link] => https://book.coe.int/en/63-european-social-charter [name] => European Social Charter [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 64 [link] => https://book.coe.int/en/64-social-charter-monographs [name] => Social Charter Monographs [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 65 [link] => https://book.coe.int/en/65-gender-equality [name] => Gender equality [desc] => [children] => Array ( ) ) [8] => Array ( [id] => 66 [link] => https://book.coe.int/en/66-european-court-of-human-rights [name] => European Court of Human Rights [desc] => [children] => Array ( ) ) [9] => Array ( [id] => 376 [link] => https://book.coe.int/en/376-commissioner-for-human-rights [name] => Commissioner for Human Rights [desc] => [children] => Array ( ) ) [10] => Array ( [id] => 67 [link] => https://book.coe.int/en/67-european-commission-of-human-rights [name] => European Commission of Human Rights [desc] => [children] => Array ( ) ) ) ) [4] => Array ( [id] => 68 [link] => https://book.coe.int/en/68-law [name] => Law [desc] => [children] => Array ( [0] => Array ( [id] => 71 [link] => https://book.coe.int/en/71-international-law [name] => International Law [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 75 [link] => https://book.coe.int/en/75-constitutional-law [name] => Constitutional Law [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 77 [link] => https://book.coe.int/en/77-legal-instruments [name] => Legal instruments [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 76 [link] => https://book.coe.int/en/76-penal-law-and-criminology [name] => Penal Law and criminology [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 79 [link] => https://book.coe.int/en/79-computers-and-law [name] => Computers and law [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 74 [link] => https://book.coe.int/en/74-economy-and-crime-fight-against-corruption [name] => Economy and crime, fight against corruption [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 72 [link] => https://book.coe.int/en/72-terrorism-and-law [name] => Terrorism and Law [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 69 [link] => https://book.coe.int/en/69-points-of-view-points-of-law [name] => Points of view - Points of Law [desc] => [children] => Array ( ) ) [8] => Array ( [id] => 70 [link] => https://book.coe.int/en/70-europeans-and-their-rights [name] => Europeans and their rights [desc] => [children] => Array ( ) ) [9] => Array ( [id] => 73 [link] => https://book.coe.int/en/73-migrants-rights [name] => Migrants rights [desc] => [children] => Array ( ) ) [10] => Array ( [id] => 78 [link] => https://book.coe.int/en/78-themis-programme [name] => Themis Programme [desc] => [children] => Array ( ) ) ) ) [5] => Array ( [id] => 80 [link] => https://book.coe.int/en/80-health [name] => Health [desc] => [children] => Array ( [0] => Array ( [id] => 81 [link] => https://book.coe.int/en/81-health-and-society-ethics [name] => Health and society, Ethics [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 82 [link] => https://book.coe.int/en/82-blood-transfusion-and-organ-transplantation [name] => Blood transfusion and organ transplantation [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 83 [link] => https://book.coe.int/en/83-health-protection-of-the-consumer [name] => Health protection of the consumer [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 84 [link] => https://book.coe.int/en/84-integration-of-people-with-disabilities [name] => Integration of people with disabilities [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 85 [link] => https://book.coe.int/en/85-european-directorate-for-the-quality-of-medicines-and-healthcare-edqm [name] => European Directorate for the Quality of Medicines and HealthCare (EDQM) [desc] => [children] => Array ( ) ) ) ) [6] => Array ( [id] => 86 [link] => https://book.coe.int/en/86-society [name] => Society [desc] => [children] => Array ( [0] => Array ( [id] => 87 [link] => https://book.coe.int/en/87-demography [name] => Demography [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 88 [link] => https://book.coe.int/en/88-trends-in-social-cohesion-series [name] => Trends in Social Cohesion Series [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 89 [link] => https://book.coe.int/en/89-responses-to-violence-in-everyday-life-in-a-democratic-society-series [name] => Responses to violence in everyday life in a democratic society Series [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 90 [link] => https://book.coe.int/en/90-drugs-and-addiction [name] => Drugs and addiction [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 91 [link] => https://book.coe.int/en/91-social-security [name] => Social Security [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 92 [link] => https://book.coe.int/en/92-community-relations [name] => Community relations [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 93 [link] => https://book.coe.int/en/93-social-co-operation-in-europe [name] => Social co-operation in Europe [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 94 [link] => https://book.coe.int/en/94-population-studies-series [name] => Population Studies Series [desc] => [children] => Array ( ) ) ) ) [7] => Array ( [id] => 95 [link] => https://book.coe.int/en/95-environment [name] => Environment [desc] => [children] => Array ( [0] => Array ( [id] => 96 [link] => https://book.coe.int/en/96-nature-and-environment-series [name] => Nature and environment Series [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 97 [link] => https://book.coe.int/en/97-environmental-encounters-series [name] => Environmental Encounters Series [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 98 [link] => https://book.coe.int/en/98-territory-and-landscape-series [name] => Territory and Landscape Series [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 99 [link] => https://book.coe.int/en/99-european-regional-planning-series [name] => European Regional Planning Series [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 100 [link] => https://book.coe.int/en/100-environment-general-publications [name] => Environment / General publications [desc] => [children] => Array ( ) ) ) ) [8] => Array ( [id] => 101 [link] => https://book.coe.int/en/101-local-and-regional-democracy [name] => Local and Regional Democracy [desc] => [children] => Array ( [0] => Array ( [id] => 102 [link] => https://book.coe.int/en/102-co-operation-for-local-and-regional-democracy [name] => Co-operation for Local and Regional Democracy [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 103 [link] => https://book.coe.int/en/103-local-and-regional-authorities-in-europe-series [name] => Local and Regional Authorities in Europe Series [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 104 [link] => https://book.coe.int/en/104-structure-and-operation-of-local-and-regional-democracy-series [name] => Structure and operation of Local and Regional Democracy Series [desc] => [children] => Array ( ) ) ) ) [9] => Array ( [id] => 105 [link] => https://book.coe.int/en/105-education [name] => Education [desc] => [children] => Array ( [0] => Array ( [id] => 406 [link] => https://book.coe.int/en/406-education-policy [name] => Education policy [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 108 [link] => https://book.coe.int/en/108-human-rights-democratic-citizenship-and-interculturalism [name] => Human rights, democratic citizenship and interculturalism [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 112 [link] => https://book.coe.int/en/112-higher-education-and-research [name] => Higher education and research [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 110 [link] => https://book.coe.int/en/110-secondary-education [name] => Secondary education [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 107 [link] => https://book.coe.int/en/107-history-teaching [name] => History teaching [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 106 [link] => https://book.coe.int/en/106-pestalozzi-series [name] => Pestalozzi series [desc] => [children] => Array ( ) ) ) ) [10] => Array ( [id] => 113 [link] => https://book.coe.int/en/113-languages [name] => Languages [desc] => [children] => Array ( [0] => Array ( [id] => 114 [link] => https://book.coe.int/en/114-education-and-modern-languages [name] => Education and modern languages [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 115 [link] => https://book.coe.int/en/115-language-policy [name] => Language policy [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 116 [link] => https://book.coe.int/en/116-regional-and-minority-languages [name] => Regional and minority languages [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 117 [link] => https://book.coe.int/en/117-terminology [name] => Terminology [desc] => [children] => Array ( ) ) ) ) [11] => Array ( [id] => 118 [link] => https://book.coe.int/en/118-youth [name] => Youth [desc] => [children] => Array ( [0] => Array ( [id] => 119 [link] => https://book.coe.int/en/119-training-kits-youth [name] => Training Kits / Youth [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 120 [link] => https://book.coe.int/en/120-national-youth-policies [name] => National Youth Policies [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 121 [link] => https://book.coe.int/en/121-youth-other-publications [name] => Youth / Other publications [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 396 [link] => https://book.coe.int/en/396-perspectives-on-youth [name] => Perspectives on youth [desc] => [children] => Array ( ) ) ) ) [12] => Array ( [id] => 122 [link] => https://book.coe.int/en/122-culture [name] => Culture [desc] => [children] => Array ( [0] => Array ( [id] => 123 [link] => https://book.coe.int/en/123-cultural-development [name] => Cultural development [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 124 [link] => https://book.coe.int/en/124-cultural-heritage [name] => Cultural heritage [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 125 [link] => https://book.coe.int/en/125-cultural-policies [name] => Cultural Policies [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 126 [link] => https://book.coe.int/en/126-culture-and-neighbourhoods [name] => Culture and neighbourhoods [desc] => [children] => Array ( ) ) ) ) [13] => Array ( [id] => 127 [link] => https://book.coe.int/en/127-sport [name] => Sport [desc] => [children] => Array ( [0] => Array ( [id] => 128 [link] => https://book.coe.int/en/128-sports-monographs [name] => Sports - Monographs [desc] => [children] => Array ( ) ) ) ) [14] => Array ( [id] => 129 [link] => https://book.coe.int/en/129-communication [name] => Communication [desc] => [children] => Array ( [0] => Array ( [id] => 130 [link] => https://book.coe.int/en/130-mass-media [name] => Mass media [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 131 [link] => https://book.coe.int/en/131-european-audiovisual-observatory [name] => European Audiovisual Observatory [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 132 [link] => https://book.coe.int/en/132-new-information-technologies [name] => New information technologies [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 412 [link] => https://book.coe.int/en/412-artificial-intelligence [name] => Artificial intelligence [desc] => [children] => Array ( ) ) ) ) [15] => Array ( [id] => 133 [link] => https://book.coe.int/en/133-european-issues [name] => European issues [desc] => [children] => Array ( [0] => Array ( [id] => 134 [link] => https://book.coe.int/en/134-activities-annual-report [name] => Activities Annual Report [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 135 [link] => https://book.coe.int/en/135-democracy-debates [name] => Democracy Debates [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 136 [link] => https://book.coe.int/en/136-european-debates [name] => European debates [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 137 [link] => https://book.coe.int/en/137-books-on-europe [name] => Books on Europe [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 138 [link] => https://book.coe.int/en/138-other-fields [name] => Other fields [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 373 [link] => https://book.coe.int/en/373-catalogues-of-publications [name] => Catalogues of publications [desc] => [children] => Array ( ) ) ) ) ) ) [1] => Array ( [id] => 7 [link] => https://book.coe.int/en/7-online-resources [name] => Online resources [desc] => [children] => Array ( [0] => Array ( [id] => 378 [link] => https://book.coe.int/en/378-the-council-of-europe-in-brief [name] => The Council of Europe in brief [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 170 [link] => https://book.coe.int/en/170-human-rights [name] => Human Rights [desc] => [children] => Array ( [0] => Array ( [id] => 187 [link] => https://book.coe.int/en/187-children-s-rights [name] => Children's rights [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 172 [link] => https://book.coe.int/en/172-european-convention-on-human-rights [name] => European Convention on Human Rights [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 191 [link] => https://book.coe.int/en/191-violence-against-women-and-domestic-violence [name] => Violence against women and domestic violence [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 176 [link] => https://book.coe.int/en/176-death-penalty [name] => Death penalty [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 192 [link] => https://book.coe.int/en/192-trafficking-in-human-beings [name] => Trafficking in human beings [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 177 [link] => https://book.coe.int/en/177-prevention-of-torture [name] => Prevention of torture [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 178 [link] => https://book.coe.int/en/178-racism [name] => Racism [desc] => [children] => Array ( ) ) ) ) [2] => Array ( [id] => 179 [link] => https://book.coe.int/en/179-democracy [name] => Democracy [desc] => [children] => Array ( [0] => Array ( [id] => 180 [link] => https://book.coe.int/en/180-democracy-through-law [name] => Democracy Through Law [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 181 [link] => https://book.coe.int/en/181-forum-for-the-future-of-democracy [name] => Forum for the Future of Democracy [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 182 [link] => https://book.coe.int/en/182-civil-society [name] => Civil society [desc] => [children] => Array ( ) ) ) ) [3] => Array ( [id] => 186 [link] => https://book.coe.int/en/186-human-dignity [name] => Human dignity [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 193 [link] => https://book.coe.int/en/193-society [name] => Society [desc] => [children] => Array ( [0] => Array ( [id] => 194 [link] => https://book.coe.int/en/194-living-together-diversity-and-freedom-in-europe [name] => Living Together - Diversity and Freedom in Europe [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 195 [link] => https://book.coe.int/en/195-european-social-charter [name] => European Social Charter [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 205 [link] => https://book.coe.int/en/205-drugs [name] => Drugs [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 196 [link] => https://book.coe.int/en/196-migration [name] => Migration [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 190 [link] => https://book.coe.int/en/190-gender-equality [name] => Gender Equality [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 197 [link] => https://book.coe.int/en/197-council-of-europe-development-bank [name] => Council of Europe Development Bank [desc] => [children] => Array ( ) ) [6] => Array ( [id] => 222 [link] => https://book.coe.int/en/222-lgbt [name] => LGBT [desc] => [children] => Array ( ) ) [7] => Array ( [id] => 223 [link] => https://book.coe.int/en/223-people-with-disabilities [name] => People with disabilities [desc] => [children] => Array ( ) ) ) ) [5] => Array ( [id] => 198 [link] => https://book.coe.int/en/198-internet-media [name] => Internet, Media [desc] => [children] => Array ( [0] => Array ( [id] => 199 [link] => https://book.coe.int/en/199-internet [name] => Internet [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 200 [link] => https://book.coe.int/en/200-children-and-the-internet [name] => Children and the Internet [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 201 [link] => https://book.coe.int/en/201-media-freedom [name] => Media freedom [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 202 [link] => https://book.coe.int/en/202-cybercrime [name] => Cybercrime [desc] => [children] => Array ( ) ) ) ) [6] => Array ( [id] => 203 [link] => https://book.coe.int/en/203-health [name] => Health [desc] => [children] => Array ( [0] => Array ( [id] => 204 [link] => https://book.coe.int/en/204-bioethics [name] => Bioethics [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 206 [link] => https://book.coe.int/en/206-pharmaceutical-and-healthcare-europe [name] => Pharmaceutical and healthcare Europe [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 207 [link] => https://book.coe.int/en/207-health-protection [name] => Health protection [desc] => [children] => Array ( ) ) ) ) [7] => Array ( [id] => 208 [link] => https://book.coe.int/en/208-culture-heritage-nature [name] => Culture, Heritage, Nature [desc] => [children] => Array ( [0] => Array ( [id] => 210 [link] => https://book.coe.int/en/210-european-cultural-convention [name] => European Cultural Convention [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 211 [link] => https://book.coe.int/en/211-intercultural-and-interreligious-dialogue [name] => Intercultural and interreligious dialogue [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 212 [link] => https://book.coe.int/en/212-biological-diversity-bern-convention [name] => Biological diversity - Bern Convention [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 214 [link] => https://book.coe.int/en/214-climate-change [name] => Climate change [desc] => [children] => Array ( ) ) ) ) [8] => Array ( [id] => 215 [link] => https://book.coe.int/en/215-council-of-europe-and-the-eu [name] => Council of Europe and the EU [desc] => [children] => Array ( [0] => Array ( [id] => 216 [link] => https://book.coe.int/en/216-council-of-europe-and-european-union-different-roles-shared-values [name] => Council of Europe and European Union : different roles, shared values [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 217 [link] => https://book.coe.int/en/217-eu-accession-to-the-european-convention-on-human-rights [name] => EU accession to the European Convention on Human Rights [desc] => [children] => Array ( ) ) ) ) [9] => Array ( [id] => 218 [link] => https://book.coe.int/en/218-minorities-rights [name] => Minorities' Rights [desc] => [children] => Array ( [0] => Array ( [id] => 219 [link] => https://book.coe.int/en/219-national-minorities [name] => National minorities [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 220 [link] => https://book.coe.int/en/220-minority-languages [name] => Minority languages [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 221 [link] => https://book.coe.int/en/221-roma-and-travellers [name] => Roma and Travellers [desc] => [children] => Array ( ) ) ) ) [10] => Array ( [id] => 224 [link] => https://book.coe.int/en/224-education-languages-sport-youth [name] => Education, languages, sport, youth [desc] => [children] => Array ( [0] => Array ( [id] => 226 [link] => https://book.coe.int/en/226-teaching-history [name] => Teaching History [desc] => [children] => Array ( ) ) ) ) [11] => Array ( [id] => 233 [link] => https://book.coe.int/en/233-law [name] => Law [desc] => [children] => Array ( [0] => Array ( [id] => 234 [link] => https://book.coe.int/en/234-organised-crime [name] => Organised crime [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 235 [link] => https://book.coe.int/en/235-corruption [name] => Corruption [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 237 [link] => https://book.coe.int/en/237-personal-data [name] => Personal data [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 175 [link] => https://book.coe.int/en/175-european-prison-reform [name] => European prison reform [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 238 [link] => https://book.coe.int/en/238-terrorism [name] => Terrorism [desc] => [children] => Array ( ) ) [5] => Array ( [id] => 239 [link] => https://book.coe.int/en/239-efficiency-of-justice [name] => Efficiency of justice [desc] => [children] => Array ( ) ) ) ) [12] => Array ( [id] => 240 [link] => https://book.coe.int/en/240-institutions [name] => Institutions [desc] => [children] => Array ( [0] => Array ( [id] => 242 [link] => https://book.coe.int/en/242-parliamentary-assembly [name] => Parliamentary Assembly  [desc] => [children] => Array ( ) ) [1] => Array ( [id] => 243 [link] => https://book.coe.int/en/243-congress-of-local-and-regional-authorities [name] => Congress of Local and Regional Authorities  [desc] => [children] => Array ( ) ) [2] => Array ( [id] => 244 [link] => https://book.coe.int/en/244-european-court-of-human-rights [name] => European Court of Human Rights [desc] => [children] => Array ( ) ) [3] => Array ( [id] => 246 [link] => https://book.coe.int/en/246-conference-of-ingos [name] => Conference of INGOs [desc] => [children] => Array ( ) ) [4] => Array ( [id] => 247 [link] => https://book.coe.int/en/247-secretary-general [name] => Secretary General [desc] => [children] => Array ( ) ) ) ) ) ) ) ) 1

Catalog

Newsletter

IRIS Spécial 2020-2: L'intelligence artificielle dans le secteur audiovisuel (2020)

  • Online only
European Audiovisual Observatory
978-92-871-8805-2
Type of document :
Book
Format :
Paper
Language :
French
Size :
A4
Number of pages :
216
Observatoire européen de l'audiovisuel
11.00 € / 11.00 $US
Tax excluded
This title is out of print. Would you like to be notified if this title is reprinted?
There are not enough products in stock

Dans l’industrie audiovisuelle, comme dans d’autres secteurs, le recours croissant à l’IA devrait annoncer un changement de paradigme, car elle peut transformer la chaîne de valeur dans son ensemble. Ce nouveau rapport examine les opportunités et les défis soulevés par l’IA dans le secteur.
1. Intelligence artificielle et explicabilité
1.1. Qu’est-ce que l’intelligence artificielle ?
1.1.1. Une brève histoire de l’intelligence artificielle
1.1.2. Des approches différentes de l’intelligence artificielle
1.1.3. Applications de l’intelligence artificielle
1.2. Qu’est-ce que l’intelligence artificielle explicable ?
1.2.1. Motivations de l’IA
1.2.2. Les dimensions de l’interprétabilité
1.2.3. Comment lire les différentes explications
1.3. IA et IA explicable dans le domaine des médias
1.3.1. Applications d’IA et explicabilité
1.3.2. Les services de vidéo à la demande en pratique
1.4. Conclusion
2. Les données massives ou la matière dont sont faits les rêves de l’IA
2.1. Introduction
2.2. Le respect de la vie privée comme gardien des données massives
2.2.1. Les États-Unis d’Amérique
2.2.2. L’Union européenne
2.2.3. La Chine
2.2.4. Trois approches différentes ?
2.3. Biais et discrimination des données massives
2.4. Informer le public : médias, désinformation et contenu illégal
2.5. La politique des données massives et la bulle politique
2.6. Les médias, chiens de garde de la surveillance ?
2.7. Le marché des médias : des stratégies de marché dirigées par les données massives
2.8. Approches réglementaires des systèmes basés sur l’IA
2.9. Conclusion
3. Les conséquences du recours à l’intelligence artificielle par les médias d’information sur la liberté d’expression
3.1. Introduction
3.2. Les applications de l’IA au service des médias d’information
3.3. Le recours à l’IA par les médias d’information comme élément de la liberté des médias
3.3.1. Rôle démocratique des médias d'information
3.3.2. Bénéficiaires de la liberté des médias
3.3.3. Devoirs et obligations et codes de déontologie journalistique
3.4. Conséquences de l’IA pour les droits à la liberté d’expression des utilisateurs d’information et des autres participants au débat public
3.5. Obligations des États relatives à la liberté des médias
3.6. Conclusion
4. Les politiques de diversité culturelle à l’ère de l’IA
4.1. Introduction
4.2. Comprendre l’environnement modifié de la création de contenu, de sa distribution, de son utilisation et de sa réutilisation
4.2.1. Comprendre les nouveaux intermédiaires
4.2.2. Implications d’agents éditoriaux dirigés par l’IA
4.3. Pistes d’action possibles : de nouveaux outils pour aborder et impliquer les intermédiaires numériques
4.3.1. La gouvernance des algorithmes
4.3.2. La gouvernance par le biais des algorithmes
4.4. Observations finales
5. Droit d’auteur : la machine est-elle un auteur ?
5.1. Introduction
5.2. Technologie
5.3. Protection : la créativité artificielle peut-elle être protégée ?
5.3.1. Personnalité : une machine peut-elle être une personne morale ?
5.3.2. Paternité : une machine peut-elle être un auteur ?
5.3.3. Originalité : une machine peut-elle être originale ?
5.4. Options politiques : des incitations sont-elles nécessaires ?
5.4.1. Absence de protection : les oeuvres créées par IA dans le domaine public
5.4.2. Paternité et fictions juridiques : l’auteur doit-il être un humain ?
5.4.3. Un robot est-il l’auteur ?
5.4.4. Une protection sui generis pour la créativité artificielle
5.4.5. Accorder des droits aux éditeurs et aux diffuseurs
5.5. Conclusion
6. L'intelligence artificielle dans la publicité est-elle en train de devenir un univers sans foi ni loi ou les données sont-elles utilisées à bon escient?
6.1. Introduction
6.2. L’intelligence artificielle dans la publicité : du traçage de la navigation en ligne à la rédaction de scénarios publicitaires
6.2.1. La publicité programmatique : la bourse aux publicités et aux données
6.2.2. La créativité algorithmique : l’intelligence artificielle au service de l’imagination
6.2.3. Des jeux créatifs aux gains
6.2.4. Conclusion: la publicité intelligente grâce à l’intelligence artificielle
6.3. Les inquiétudes concernant les données massives (Big Data) et l’intelligence artificielle
6.3.1. Le cadre juridique en vigueur en Europe
6.3.2. Conclusion : (essentiellement) le Bon, la Brute et le Truand
6.4. L’utilisation de l’intelligence artificielle pour une régulation intelligente de la publicité
6.4.1. Les avatars collectent des données à bon escient
6.4.2. Les progrès de l’intelligence artificielle en matière de conformité publicitaire en France
6.4.3. Tirer parti de la technologie pour renforcer la confiance du marché publicitaire néerlandais
6.4.4. Les solutions technologiques des géants de l’industrie publicitaire
6.4.5. La future limite de l’autorégulation de la publicité
6.5. Conclusion : « La grande ruée vers les données »
6.6. Remerciements
6.7. Liste des personnes interviewées
7. Droits de la personnalité : d’Hollywood aux deepfakes
7.1. Introduction
7.2. L’IA plante le décor : deepfakes et acteurs fantômes
7.2.1. Deepfakes
7.2.2. Acteurs fantômes
7.3. Les droits de la personnalité et leurs implications
7.3.1. Angle 1 : L’image comme propriété (intellectuelle)
7.3.2. Angle 2 : Image et reconnaissance de la marque
7.3.3. Angle 3 : Protections du droit à la vie privée
7.3.4. Angle 4 : La dignité et les droits voisins
7.4. Législation dans différents pays
7.4.1. Allemagne
7.4.2. France
7.4.3. Suède
7.4.4. Guernesey
7.4.5. Royaume-Uni
7.4.6. Californie
7.5. Quel avenir pour le secteur audiovisuel européen ?
8. Approches pour un cadre réglementaire durable pour les industries audiovisuelles en Europe
8.1. Introduction
8.1.1. Les bases, simplifiées, de l’IA
8.2. Comment l’IA est-elle utilisée dans les industries audiovisuelles ?
8.3. L’IA est-elle différente des technologies précédentes ?
8.3.1. Qui est responsable lorsque l’IA cause un préjudice ?
8.3.2. Ce n’est pas qu’une question d’économie
8.4. Nous avons l’obligation morale de faire le bien avec l’IA
8.5. La réglementation doit être centrée sur l’homme et fondée sur des objectifs
8.5.1. Les risques majeurs devraient être pris en compte
8.5.2. Les humains sont les responsables
8.5.3. La transparence comme solution provisoire ?
8.6. Centré sur l’humain, et non sur la technologie

Illustrations
Illustration 1. Exemple d’explication globale par arborescence décisionnelle obtenue avec TREPAN
Illustration 2. Exemple d’explication sous forme de liste de règles obtenue avec CORELS
Illustration 3. Exemple d’explication à base de règles factuelles et contrefactuelles obtenue avec LORE
Illustration 4. Exemple d’explication basée sur l’importance des caractéristiques obtenue avec LIME
Illustration 5. Exemple d’explication basée sur l’importance des caractéristiques obtenue avec SHAP
Illustration 6. Exemple de cartes de saillance obtenues par différentes méthodes explicatives. La première colonne montre l’image analysée et le label assigné par le modèle à boîte noire b du système d’IA.
Illustration 7. Exemple d’explication par exemples (gauche) et contre-exemples (droite) obtenue avec ABELE. Au-dessus de chaque (contre-)exemple figure le label attribué par le modèle à boîte noire b du système d’IA.

Tableaux
Tableau 1. Glossaire de la publicité programmatique
Tableau 2. Campagnes de publicité et de marketing optimisées par les technologies créatives de l’intelligence artificielle