{"id":3970,"date":"2021-07-08T10:00:46","date_gmt":"2021-07-08T08:00:46","guid":{"rendered":"https:\/\/trimane.fr\/?p=3970"},"modified":"2026-04-09T17:05:53","modified_gmt":"2026-04-09T15:05:53","slug":"bi4people","status":"publish","type":"post","link":"https:\/\/trimane.fr\/en\/news\/bi4people\/","title":{"rendered":"BI4people: BI for everyone !"},"content":{"rendered":"[vc_row type=&#8221;in_container&#8221; full_screen_row_position=&#8221;middle&#8221; column_margin=&#8221;default&#8221; column_direction=&#8221;default&#8221; column_direction_tablet=&#8221;default&#8221; column_direction_phone=&#8221;default&#8221; scene_position=&#8221;center&#8221; text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; 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5=&#8221;column_element_spacing=&#8220;default&#8220;&#8221; 6=&#8221;centered_text=&#8220;true&#8220;&#8221; 7=&#8221;desktop_text_alignment=&#8220;default&#8220;&#8221; 8=&#8221;tablet_text_alignment=&#8220;default&#8220;&#8221; 9=&#8221;phone_text_alignment=&#8220;default&#8220;&#8221; 10=&#8221;background_color_opacity=&#8220;1&#8220;&#8221; 11=&#8221;background_hover_color_opacity=&#8220;1&#8220;&#8221; 12=&#8221;column_backdrop_filter=&#8220;none&#8220;&#8221; 13=&#8221;column_shadow=&#8220;none&#8220;&#8221; 14=&#8221;column_border_radius=&#8220;none&#8220;&#8221; 15=&#8221;column_link_target=&#8220;_self&#8220;&#8221; 16=&#8221;overflow=&#8220;visible&#8220;&#8221; 17=&#8221;gradient_direction=&#8220;left_to_right&#8220;&#8221; 18=&#8221;overlay_strength=&#8220;0.3&#8220;&#8221; 19=&#8221;width=&#8220;1\/1&#8220;&#8221; 20=&#8221;tablet_width_inherit=&#8220;default&#8220;&#8221; 21=&#8221;animation_type=&#8220;default&#8220;&#8221; 22=&#8221;bg_image_animation=&#8220;none&#8220;&#8221; 23=&#8221;border_type=&#8220;simple&#8220;&#8221; 24=&#8221;column_border_width=&#8220;none&#8220;&#8221; 25=&#8221;column_border_style=&#8220;solid&#8220;&#8221; 26=&#8221;column_padding_type=&#8220;advanced&#8220;&#8221; 27=&#8221;gradient_type=&#8220;default&#8220;&#8221; top_padding_desktop=&#8221;5%&#8221; bottom_padding_desktop=&#8221;5%&#8221; left_padding_desktop=&#8221;10%&#8221; right_padding_desktop=&#8221;10%&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; centered_text=&#8221;true&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221; column_border_radius=&#8221;none&#8221; column_link_target=&#8221;_self&#8221; overflow=&#8221;visible&#8221; gradient_direction=&#8221;left_to_right&#8221; overlay_strength=&#8221;0.3&#8243; width=&#8221;1\/1&#8243; tablet_width_inherit=&#8221;default&#8221; animation_type=&#8221;default&#8221; bg_image_animation=&#8221;none&#8221; border_type=&#8221;simple&#8221; column_border_width=&#8221;none&#8221; column_border_style=&#8221;solid&#8221; column_padding_type=&#8221;advanced&#8221; gradient_type=&#8221;default&#8221;][vc_column_text]\n<h2>BI4people: BI for everyone !<\/h2>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left;\">In an effort to make business intelligence accessible to all, TRIMANE is at the forefront of an ANR-funded research program launched in collaboration with academic partners: ELICO Lyon, ERIC Lyon, IRIT Toulouse, LIFAT Tours, Fing, and Tuba Lyon.<\/p>\n<p style=\"text-align: left;\">Our CBI\u00b2 Datalab manager, Fatma ABDELEDI, plays a crucial role in this project, which aims to provide a simple, collaborative analytical platform available online to users with limited financial resources and technical expertise. This initiative specifically targets small organizations, freelancers, and citizens, responding to a growing societal demand for self-service and open data analysis. The approach involves automating machine learning processes, organized into the following stages:<\/p>\n<ul style=\"text-align: left;\">\n<li style=\"text-align: left;\">Automatic data warehousing from diverse, heterogeneous data sources (considering semantics), delivered as a software-as-a-service mode,<\/li>\n<li style=\"text-align: left;\">Real-time data warehouse modeling,<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Collaborative analysis of stored data,<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Assisted data visualization and exploration,<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Data confidentiality (<a class=\"\\&quot;_2qJYG\" href=\"https:\/\/en.wikipedia.org\/wiki\/Privacy_by_design#:~:text=Privacy%20by%20design%20is%20an,and%20the%20Netherlands%20Organisation%20for\" target=\"\\&quot;_blank\\&quot;\" rel=\"\\&quot;noopener noopener\">privacy by design<\/a>),<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Experimentation and validation,<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Evaluation of user appropriation.<\/li>\n<\/ul>\n<p style=\"text-align: left;\">BI4People aligns with a Big Data project by adhering to the three Vs: volume, variety (heterogeneity), and veracity throughout the storage and analysis process. Additionally, users must be able to easily understand the results from BI4People, both ergonomically and functionally. This necessitates original, multidisciplinary research at the intersection of computer science and information and communication sciences.<\/p>\n<p style=\"text-align: left;\">TRIMANE is involved in all stages of the project, contributing through its CBI\u00b2 research and development entity in both scientific aspects and in experimentation and validation with its customers.<\/p>\n<p style=\"text-align: left;\">The consortium comprises partners recognized in their respective fields :<\/p>\n<ul style=\"text-align: left;\">\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">The ERIC laboratory : Expertise in OLAP analysis, BI customization and cryptography ;<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">IRIT : Specialization in data warehouse models, data integration and ETL processes ;<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">ELICO : Skills in usage studies ;<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">TRIMANE : Responsible for BI and Big Data R&amp;D&amp;I (the only company involved in the project);<\/li>\n<li class=\"\\&quot;_208Ie\" style=\"text-align: left;\">Two citizens&#8217; associations focused on \u201cpersonal data\u201d: TUBA in Lyon and FING (Fondation Internet Nouvelle G\u00e9n\u00e9ration).<\/li>\n<\/ul>\n<p id=\"\\&quot;viewer-bi9uh\\&quot;\" class=\"\\&quot;XzvDs\" style=\"text-align: left;\">For further information :<\/p>\n<p id=\"\\&quot;viewer-2qk3l\\&quot;\" class=\"\\&quot;XzvDs\" style=\"text-align: left;\"><span class=\"\\&quot;vkIF2\"><a class=\"\\&quot;_2qJYG\" href=\"https:\/\/eric.univ-lyon2.fr\/bi4people\" target=\"\\&quot;_blank\\&quot;\" rel=\"\\&quot;noopener noopener\">https:\/\/eric.univ-lyon2.fr\/bi4people\/ (FR)<\/a><\/span><\/p>\n<p id=\"\\&quot;viewer-fuih4\\&quot;\" class=\"\\&quot;XzvDs\" style=\"text-align: left;\"><span class=\"\\&quot;vkIF2\"><a class=\"\\&quot;_2qJYG\" href=\"https:\/\/elico-recherche.msh-lse.fr\/programme\/bi4people-business-intelligence-people\" target=\"\\&quot;_blank\\&quot;\" rel=\"\\&quot;noopener noopener\">https:\/\/elico-recherche.msh-lse.fr\/programme\/bi4people-business-intelligence-people (FR)<\/a><\/span><\/p>\n[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8221;in_container&#8221; 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text_color=&#8221;dark&#8221; text_align=&#8221;left&#8221; row_border_radius=&#8221;none&#8221; row_border_radius_applies=&#8221;bg&#8221; overflow=&#8221;visible&#8221; overlay_strength=&#8221;0.3&#8243; gradient_direction=&#8221;left_to_right&#8221; shape_divider_position=&#8221;bottom&#8221; bg_image_animation=&#8221;none&#8221;][vc_column column_padding=&#8221;no-extra-padding&#8221; column_padding_tablet=&#8221;inherit&#8221; column_padding_phone=&#8221;inherit&#8221; column_padding_position=&#8221;all&#8221; column_element_direction_desktop=&#8221;default&#8221; column_element_spacing=&#8221;default&#8221; desktop_text_alignment=&#8221;default&#8221; tablet_text_alignment=&#8221;default&#8221; phone_text_alignment=&#8221;default&#8221; background_color_opacity=&#8221;1&#8243; background_hover_color_opacity=&#8221;1&#8243; column_backdrop_filter=&#8221;none&#8221; column_shadow=&#8221;none&#8221;&#8230;<\/p>\n","protected":false},"author":8,"featured_media":3262,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[43],"tags":[],"class_list":{"0":"post-3970","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-news"},"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"BI4people: BI for everyone ! In an effort to make business intelligence accessible to all, TRIMANE is at the forefront of an ANR-funded research program launched in collaboration with academic partners: ELICO Lyon, ERIC Lyon, IRIT Toulouse, LIFAT Tours, Fing, and Tuba Lyon. Our CBI\u00b2 Datalab manager, Fatma ABDELEDI, plays a crucial role in\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Cl\u00e9ment PLAIDEAU\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/trimane.fr\/en\/news\/bi4people\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.9\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Trimane\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"BI4people: BI for everyone ! - Trimane\" \/>\n\t\t<meta property=\"og:description\" content=\"BI4people: BI for everyone ! In an effort to make business intelligence accessible to all, TRIMANE is at the forefront of an ANR-funded research program launched in collaboration with academic partners: ELICO Lyon, ERIC Lyon, IRIT Toulouse, LIFAT Tours, Fing, and Tuba Lyon. 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