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

Ressources

Free resources

IRIS Special 2020-2: Artificial intelligence in the audiovisual sector (2020)

European Audiovisual Observatory
Format : Paper Papier Papier
978-92-871-8806-9
Type of document :
Book
Format :
Paper
Language :
English
Size :
A4
Number of pages :
200
European Audiovisual Observatory
11.00 € / 11.00 $US
Tax excluded
In the audiovisual industry, as in other sectors, the increasing use of artificial intelligence is likely to herald a paradigm shift, as it can transform the entire value chain. This new report discusses the opportunities and challenges raised by AI in this sector.
1. Artificial intelligence and explainability
1.1. What is artificial intelligence?
1.1.1. A short history of artificial Intelligence
1.1.2. Different approaches for artificial intelligence
1.1.3. Applications of artificial intelligence
1.2. What is explainable artificial intelligence?
1.2.1. Motivations for XAI
1.2.2. The dimensions of interpretability
1.2.3. Different explanations and how to read them
1.3. AI and XAI in the media field
1.3.1. AI applications and explainability
1.3.2. VOD services in practice
1.4. Conclusion
2. The stuff AI dreams are made of – big data
2.1. Introduction
2.2. Privacy as the big data gatekeeper
2.2.1. The United States of America
2.2.2. The European Union
2.2.3. China
2.2.4. Three different approaches?
2.3. Big data bias and discrimination
2.4. Informing the people: Media, misinformation, and illegal content
2.5. Big data politics and the political bubble
2.6. Media as surveillance watchdogs?
2.7. The media market: Big data-driven market strategies
2.8. Regulatory approaches to AI-based systems
2.9. Conclusion
3. Implications of the use of artificial intelligence by news media for freedom of expression
3.1. Introduction
3.2. AI applications for news media
3.3. The use of AI by news media as an element of media freedom
3.3.1. Democratic role of the news media
3.3.2. Beneficiaries of media freedom
3.3.3. Duties and responsibilities and journalistic codes of ethics
3.4. Implications of AI for the freedom of expression rights of news users and other participants in public debate
3.5. Obligations of states regarding media freedom
3.6. Conclusion
4. Cultural diversity policy in the age of AI
4.1. Introduction
4.2. Understanding the changed environment of content creation, distribution, use and re-use
4.2.1. Understanding the new intermediaries
4.2.2. Implications of AI-driven editorial agents
4.3. Possible avenues of action: New tools addressing and engaging digital intermediaries
4.3.1. Governance of algorithms
4.3.2. Governance through algorithms
4.4. Concluding remarks
5. Copyright - Is the machine an author?
5.1. Introduction
5.2. Technology
5.3. Protection: Can AI-generated creativity be protected?
5.3.1. Personality: Can a machine be a legal person
5.3.2. Authorship: Can a machine be an author?
5.3.3. Originality: Can a machine be original?
5.4. Policy options: Are incentives necessary?
5.4.1. No protection: Public domain status of AI-generated works
5.4.2. Authorship and legal fictions: Should a human be the author?
5.4.3. Should a robot be the author?
5.4.4. Sui generis protection for AI-generated creativity
5.4.5. Providing rights to publishers and disseminators
5.5. Conclusions
6. AI in advertising: entering Deadwood or using data for good?
6.1. Introduction
6.2. AI in advertising: From tracing online footprints to writing ad scripts
6.2.1. Programmatic advertising: The stock market of ads and data
6.2.2. Algorithmic creativity: AI dipped in the ink of imagination
6.2.3. From creative games to gains
6.2.4. Conclusion: AI enabled intelligent advertising
6.3. Concerns regarding Big Data and AI
6.3.1. Existing legal framework in Europe
6.3.2. Conclusion: (Mostly) the Good, the Bad and the Ugly
6.4. Using AI for intelligent ad regulation
6.4.1. Avatars gathering data for good
6.4.2. AI advancements for advertising compliance in France
6.4.3. Harnessing technology to bring more trust to the Dutch ad market
6.4.4. Tech solutions from the ad industry powerhouse
6.4.5. Future frontier for advertising self-regulation
6.5. Conclusion: ‘The great data rush’
6.6. Acknowledgements
6.7. List of interviews
7. Personality rights: From Hollywood to deepfakes
7.1. Introduction
7.2. AI sets the scene: Deepfakes and ghost acting
7.2.1. Deepfakes
7.2.2. Ghost Acting
7.3. Personality rights and implications
7.3.1. Angle 1: Publicity as (intellectual) property
7.3.2. Angle 2: Publicity and brand recognition
7.3.3. Angle 3: Privacy protections
7.3.4. Angle 4: Dignity and the neighbouring rights
7.4. Laws in selected jurisdictions
7.4.1. Germany
7.4.2. France
7.4.3. Sweden
7.4.4. Guernsey
7.4.5. United Kingdom
7.4.6. California
7.5. What next for Europe’s audiovisual sector?
8. Approaches for a sustainable regulatory framework for audiovisual industries in Europe
8.1. Introduction
8.1.1. The basics of AI, simplified
8.2. How is AI used in audiovisual industries?
8.3. Is AI somewhat different than previous technologies?
8.3.1. Who is responsible when AI causes harm?
8.3.2. It’s not just the economy
8.4. We have a moral obligation to do good with AI
8.5. Regulation should be human-centric and goal-based
8.5.1. Major risks should be addressed
8.5.2. Humans are the responsible ones
8.5.3. Transparency as an interim solution?
8.6. Human-centricity, not technology-centricity

Figures
Figure 1. Example of global tree-based explanations returned by TREPAN
Figure 2. Example of list of rules explanations returned by CORELS
Figure 3. Example of factual and counter-factual rule-based explanation returned by LORE
Figure 4. Example of explanation based on features importance by LIME
Figure 5. Example of explanation based on features importance by SHAP
Figure 6. Example of saliency maps returned by different explanation methods. The first column contains the image analysed and the label assigned by the black-box model b of the AI system.
Figure 7. Example of exemplars (left) and counter-exemplars (right) explanation returned by ABELE. On top of each (counter-)exemplar is reported the label assigned by the black-box model b of the AI system.

Tables
Table 1. Programmatic advertising glossary
Table 2. Advertising and marketing campaigns enabled by creative AI technologies