
{  
   "types" : {
      "Bookmark" : {
         "pluralLabel" : "Bookmarks"
      },
      "Publication" : {
         "pluralLabel" : "Publications"
      },
      "GoldStandardPublication" : {
         "pluralLabel" : "GoldStandardPublications"
      },
      "GoldStandardBookmark" : {
         "pluralLabel" : "GoldStandardBookmarks"
      },
      "Tag" : {
         "pluralLabel" : "Tags"
      },
      "User" : {
         "pluralLabel" : "Users"
      },
      "Group" : {
         "pluralLabel" : "Groups"
      },
      "Sphere" : {
         "pluralLabel" : "Spheres"
      }
   },
   
   "properties" : {
      "count" : {
         "valueType" : "number"
      },
      "date" : {
         "valueType" : "date"
      },
      "changeDate" : {
         "valueType" : "date"
      },
      "url" : {
         "valueType" : "url"
      },
      "id" : {
         "valueType" : "url"
      },
      "tags" : {
         "valueType" : "item"
      },
      "user" : {
         "valueType" : "item"
      }      
   },
   
   "items" : [
   	  
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/252feb4cc395e2e9a4485f177603f0c4b/m.herschel",         
         "tags" : [
            "myown","intcdc","peer","rp9-2","peerReviewed","ipvs-de","accountability"
         ],
         
         "intraHash" : "52feb4cc395e2e9a4485f177603f0c4b",
         "interHash" : "12e0c0ed9a4390c60b33b3d2e0e92a05",
         "label" : "FairCR - An Evaluation and Recommendation System for Fair Classification Algorithms",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2024-03-22 10:19:41",
         "changeDate" : "2024-03-22 10:19:41",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the International Conference on Data Engineering (ICDE)",
         "year": "2024", 
         "url": "", 
         
         "author": [ 
            "Nico Lässig","Ole Nies","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Nico",	"last" : "Lässig"},
            	{"first" : "Ole",	"last" : "Nies"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         
         "bibtexKey": "lassig2024faircr"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/24e332aa10ca3bf5acc940e16ee9d4722/m.herschel",         
         "tags" : [
            "myown","intcdc","peer","rp9-2","peerReviewed","ipvs-de","accountability"
         ],
         
         "intraHash" : "4e332aa10ca3bf5acc940e16ee9d4722",
         "interHash" : "bc63eae5a8a327866a42e9878a92fa5b",
         "label" : "FALCC: Efficiently performing locally fair and accurate classifications",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2024-01-22 10:40:10",
         "changeDate" : "2024-01-22 10:40:10",
         "count" : 4,
         "pub-type": "conference",
         "booktitle": "International Conference on Extending Database Technology (EDBT)","publisher":"OpenProceedings",
         "year": "2024", 
         "url": "https://openproceedings.org/2024/conf/edbt/paper-59.pdf", 
         
         "author": [ 
            "Nico Lässig","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Nico",	"last" : "Lässig"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         
         "bibtexKey": "lassig2024falcc"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/22464166ac5a902a1003bbc90e867e56c/m.herschel",         
         "tags" : [
            "ipvs-de","accountability"
         ],
         
         "intraHash" : "2464166ac5a902a1003bbc90e867e56c",
         "interHash" : "0c363a971090d9f993fd27e757bb77f1",
         "label" : "Towards an AutoML System for Fair Classifications",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2023-11-02 09:30:56",
         "changeDate" : "2023-11-02 09:31:26",
         "count" : 3,
         "pub-type": "inproceedings",
         "booktitle": "International Conference on Data Engineering (ICDE)","publisher":"IEEE",
         "year": "2023", 
         "url": "https://doi.org/10.1109/ICDE55515.2023.00380", 
         
         "author": [ 
            "Nico Lässig"
         ],
         "authors": [
         	
            	{"first" : "Nico",	"last" : "Lässig"}
         ],
         "pages": "3913--3917",
         "doi" : "10.1109/ICDE55515.2023.00380",
         
         "bibtexKey": "DBLP:conf/icde/Lassig23"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/27370e16c1b8608f4c5c61d98f17d9790/m.herschel",         
         "tags" : [
            "ipvs-de","accountability"
         ],
         
         "intraHash" : "7370e16c1b8608f4c5c61d98f17d9790",
         "interHash" : "7c3b9a804e0fba1f89f0ed671ad60211",
         "label" : "Trust in data engineering: reflection, framework, and evaluation methodology",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2022-11-16 12:33:43",
         "changeDate" : "2023-01-10 13:02:40",
         "count" : 1,
         "pub-type": "inproceedings",
         "booktitle": "International Workshop on Data Ecosystems (DEco) - VLDB Workshops",
         "year": "2022", 
         "url": "https://ceur-ws.org/Vol-3306/paper1.pdf", 
         
         "author": [ 
            "Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         
         "bibtexKey": "oppold2022trust"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/26b69f9fc4f46164d1b22cabab4b500a2/m.herschel",         
         "tags" : [
            "myown","peerReviewed","pn7","ipvs-de","EXC2075","accountability"
         ],
         
         "intraHash" : "6b69f9fc4f46164d1b22cabab4b500a2",
         "interHash" : "c8789ecbf35410d4f7d8bfa72083de5c",
         "label" : "Provenance-based explanations: are they useful?",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2022-10-27 08:09:31",
         "changeDate" : "2023-10-16 14:40:05",
         "count" : 6,
         "pub-type": "inproceedings",
         "booktitle": "International Workshop on the Theory and Practice  of Provenance (TAPP)",
         "year": "2022", 
         "url": "https://doi.org/10.1145/3530800.3534529", 
         
         "author": [ 
            "Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         "pages": "2:1--2:4",
         "bibsource" : "dblp computer science bibliography, https://dblp.org",
         
         "doi" : "10.1145/3530800.3534529",
         
         "bibtexKey": "DBLP:conf/tapp/OppoldH22"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/20648a2fd1e983ebc8b0bf50654c4ebe1/m.herschel",         
         "tags" : [
            "intcdc","peer","ipvs-de","rp9","accountability"
         ],
         
         "intraHash" : "0648a2fd1e983ebc8b0bf50654c4ebe1",
         "interHash" : "d12428f2f0b0a4164726c0355450bdba",
         "label" : "Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2022-02-09 14:17:23",
         "changeDate" : "2022-11-16 11:31:51",
         "count" : 4,
         "pub-type": "article",
         "journal": "Datenbank-Spektrum",
         "year": "2022", 
         "url": "https://doi.org/10.1007/s13222-021-00401-y", 
         
         "author": [ 
            "Nico Lässig","Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Nico",	"last" : "Lässig"},
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         "volume": "22","number": "1","pages": "23 - 43",
         "refid" : "Lässig2022",
         
         "doi" : "10.1007/s13222-021-00401-y",
         
         "bibtexKey": "lassig2022metrics"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/20b0a4c7afaffd85726f8e940a7494896/m.herschel",         
         "tags" : [
            "ipvs-de","accountability"
         ],
         
         "intraHash" : "0b0a4c7afaffd85726f8e940a7494896",
         "interHash" : "ed7235584594c29440adfe8a80e92cbd",
         "label" : "Accountable Data Analytics Start with Accountable Data: The LiQuID Metadata Model",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2021-03-15 07:57:20",
         "changeDate" : "2021-03-15 06:57:20",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "ER Forum, Demo and Posters 2020 co-located with International Conference on Conceptual Modeling (ER)",
         "year": "2020", 
         "url": "http://ceur-ws.org/Vol-2716/paper5.pdf", 
         
         "author": [ 
            "Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         "pages": "59--72","abstract": "Insights based on data are omnipresent. However, in particular in modern data analytics applications, information about the underlying data often remain obscure, hindering accountable data analytics.\r\nRecent efforts have been put into better describing such data based on\r\nmetadata, similarly to what has been done in various scientific disciplines for transparent and reproducible research. Based on a detailed\r\nstudy of various metadata standards and proposals, we observe that existing metadata models do not yet sufficiently cover information that\r\nis relevant for data accountability. To fill this gap, this paper proposes\r\nLiQuID, a novel metadata model to make datasets accountable throughout their life cycle. It is more general than existing metadata models, which can be mapped to LiQuID. We validate LiQuID for the purpose of dataset accountability based on a real-world workload we created.",
         "bibsource" : "dblp computer science bibliography, https://dblp.org",
         
         "bibtexKey": "oppold2020accountable"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/28bb7bb59cc009f09d68953841815d178/m.herschel",         
         "tags" : [
            "intcdc","peer","ipvs-de","rp9","accountability"
         ],
         
         "intraHash" : "8bb7bb59cc009f09d68953841815d178",
         "interHash" : "0f5e9def4843ff92d2cb104af898c8c9",
         "label" : "Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2021-03-15 07:53:06",
         "changeDate" : "2022-02-09 13:24:23",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "In Proceedings of Database Systems for Business, Technology, and Web (BTW)",
         "year": "2021", 
         "url": "https://dl.gi.de/handle/20.500.12116/35813", 
         
         "author": [ 
            "Nico Lässig","Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Nico",	"last" : "Lässig"},
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         
         "doi" : "https://doi.org/10.18420/btw2021-08",
         
         "bibtexKey": "lssig2021using"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/20f79113e91965b0504ee71bcf1d9a74d/m.herschel",         
         "tags" : [
            "ipvs-de","accountability"
         ],
         
         "intraHash" : "0f79113e91965b0504ee71bcf1d9a74d",
         "interHash" : "1ab7e00797ca3f782f8f8d75951f0a6c",
         "label" : "A System Framework for Personalized and Transparent Data-Driven Decisions",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2020-05-31 08:42:33",
         "changeDate" : "2021-03-15 07:30:11",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the International Conference on Advanced Information Systems Engineering (CAiSE)",
         "year": "2020", 
         "url": "https://doi.org/10.1007/978-3-030-49435-3_10", 
         
         "author": [ 
            "Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         "pages": "153-168",
         "bibtexKey": "oppold2020system"

      }
,
      {
         "type" : "Publication",
         "id"   : "https://puma.ub.uni-stuttgart.de/bibtex/2ffa2171e81fe6bdddeefd88de139363e/m.herschel",         
         "tags" : [
            "ipvs-de","accountability"
         ],
         
         "intraHash" : "ffa2171e81fe6bdddeefd88de139363e",
         "interHash" : "d92a8556069049b25f9031a15e4c02e7",
         "label" : "LuPe: A System for Personalized and Transparent Data-driven Decisions",
         "user" : "m.herschel",
         "description" : "",
         "date" : "2020-04-02 11:22:16",
         "changeDate" : "2021-03-15 07:44:13",
         "count" : 2,
         "pub-type": "inproceedings",
         "booktitle": "Proceedings of the International Conference on Information and Knowledge Management (CIKM)",
         "year": "2019", 
         "url": "https://doi.org/10.1145/3357384.3357857", 
         
         "author": [ 
            "Sarah Oppold","Melanie Herschel"
         ],
         "authors": [
         	
            	{"first" : "Sarah",	"last" : "Oppold"},
            	{"first" : "Melanie",	"last" : "Herschel"}
         ],
         "pages": "2905-2908",
         "ee" : "https://doi.org/10.1145/3357384.3357857",
         
         "bibtexKey": "oppold2019system"

      }
	  
   ]
}
