{"id":"https://openalex.org/W7163739490","doi":"https://doi.org/10.1007/978-3-032-27997-2_4","title":"A Case Study of eXplainable AI in Smart Agriculture. Lessons Learned for Information Systems Engineers","display_name":"A Case Study of eXplainable AI in Smart Agriculture. Lessons Learned for Information Systems Engineers","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7163739490","doi":"https://doi.org/10.1007/978-3-032-27997-2_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-27997-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27997-2_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138034345","display_name":"Rima Grati","orcid":"https://orcid.org/0000-0002-6995-465X"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rima Grati","raw_affiliation_strings":["College of Technological Innovation, Zayed University, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0002-6995-465X","affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088802690","display_name":"Rima Grati","orcid":"https://orcid.org/0000-0002-6995-465X"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Rima Grati","raw_affiliation_strings":["College of Technological Innovation, Zayed University, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0002-6995-465X","affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033768069","display_name":"Najla Fattouch","orcid":"https://orcid.org/0000-0003-4468-4929"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Najla Fattouch","raw_affiliation_strings":["Faculty of Economics and Management, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0003-4468-4929","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040130171","display_name":"Khouloud Boukadi","orcid":"https://orcid.org/0000-0002-6744-711X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Khouloud Boukadi","raw_affiliation_strings":["Faculty of Economics and Management, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-6744-711X","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040130171","display_name":"Khouloud Boukadi","orcid":"https://orcid.org/0000-0002-6744-711X"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Khouloud Boukadi","raw_affiliation_strings":["Faculty of Economics and Management, University of Sfax, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-6744-711X","affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, University of Sfax, Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047461255","display_name":"Francesca Luzi","orcid":"https://orcid.org/0000-0001-8785-5033"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesca De Luzi","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8785-5033","affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144273872","display_name":"Massimo Mecella","orcid":"https://orcid.org/0000-0002-9730-8882"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Mecella","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9730-8882","affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144273872","display_name":"Massimo Mecella","orcid":"https://orcid.org/0000-0002-9730-8882"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Massimo Mecella","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9730-8882","affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, DIAG, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5144282536","display_name":"Ahmed Seffah","orcid":"https://orcid.org/0000-0001-7166-8567"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Ahmed Seffah","raw_affiliation_strings":["College of Technological Innovation, Zayed University, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0001-7166-8567","affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5144282536","display_name":"Ahmed Seffah","orcid":"https://orcid.org/0000-0001-7166-8567"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahmed Seffah","raw_affiliation_strings":["College of Technological Innovation, Zayed University, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0001-7166-8567","affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, Dubai, UAE","institution_ids":["https://openalex.org/I91044093"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040130171","https://openalex.org/A5047461255","https://openalex.org/A5088802690","https://openalex.org/A5144273872","https://openalex.org/A5144282536"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I861853513","https://openalex.org/I91044093"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61611288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"28","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.39890000224113464,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.39890000224113464,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.07240000367164612,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.06390000134706497,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5461999773979187},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46149998903274536},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.3910999894142151},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.37459999322891235},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.31310001015663147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5724999904632568},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5461999773979187},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46149998903274536},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.37459999322891235},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31700000166893005},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.30489999055862427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.302700012922287},{"id":"https://openalex.org/C21338462","wikidata":"https://www.wikidata.org/wiki/Q1662581","display_name":"Information model","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27709999680519104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-27997-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27997-2_4","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7803195118904114,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W50022627","https://openalex.org/W2101105183","https://openalex.org/W2405492408","https://openalex.org/W2743466697","https://openalex.org/W2790979755","https://openalex.org/W4206405501","https://openalex.org/W4313827456","https://openalex.org/W4392401076","https://openalex.org/W4393341748","https://openalex.org/W4399269329","https://openalex.org/W4401110395","https://openalex.org/W4408647482","https://openalex.org/W4410697995","https://openalex.org/W4412097121"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2026-06-07T00:00:00"}