cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7934/p3550
title: Diet study of geckos reveals the first records of pseudoscorpions on Desertas Islands (Cabo Verde) (project)
DOI: 10.25549/inscriptifact-ouc110808544
title: Small Vase

description: [Text Description:] Jar, complete, Jemdet Nasr Period ❧ [Excavation Description:] Found at Tell Uqair ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Pottery jar in excellent condition and fully intact. Round with indentation in the middle and lip on mouth of jar. ❧ [Physical Object Note:] approx. 5.5 in. height, 3 in. at mouth, 4 in. at widest, 3 in. at base
DOI: 10.7934/p3551
title: Comparative anatomy of the middle ear in some lizard species with comments on the evolutionary changes within Squamata (project)
DOI: 10.7934/p3558
title: A South American fossil relative of Phyllocladus: Huncocladus laubenfelsii gen. et sp. nov. (Podocarpaceae), from the early Eocene of Laguna del Hunco, Patagonia, Argentina (project)
DOI: 10.25549/inscriptifact-ouc110809692
title: Babylonian Cuneiform Tablet Recording a List of Field Plots, BMC 2009.18.6

description: [Text Description:] Babylonian ❧ [Text or Publication Number Note:] BMC 2009.18.6 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay, Cuneiform Tablet ❧ [Physical Object Note:] 4 5/16 in. x 4 5/16 in. x 1 in. (11 cm x 11 cm x 2.5 cm)
DOI: 10.7934/p3561
title: Exceptional preservation of comma shrimp from a mid-Cretaceous Lagerstätte of Colombia, and the origins of crown Cumacea (project)
DOI: 10.25549/inscriptifact-ouc110808522
title: Cylinder Seal Impression

description: [Text Description:] Figure seated in front of altar, bull standing behind. Other smaller figures, moon symbol. ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay with cylinder seal impression
DOI: 10.7934/p3564
title: Soft-tissue anatomy of an Orsten-type phosphatocopid crustacean from the Cambrian Furongian of China revealed by synchrotron radiation X-ray tomographic microscopy (project)
DOI: 10.25549/inscriptifact-ouc110809554
title: Ur III Cuneiform Tablet Recording a List of Small Cattle, BMC 2009.18.2

description: [Text Description:] Ur III ❧ [Text or Publication Number Note:] BMC 2009.18.2 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay, Cuneiform Tablet ❧ [Physical Object Note:] 5 13/16 in. x 3 in. x 1 5/16 in. (14.7 cm x 7.6 cm x 3.4 cm)
DOI: 10.25549/inscriptifact-ouc110808300
title: Bronze Dagger

description: [Text Description:] Bronze two-edged dagger ❧ [Medium:] Metal ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Bronze, rib in blade running lengthwise, with small holes at the base of the blade for connecting it to a hilt. ❧ [Physical Object Note:] 11 in. length, 1 in. width
DOI: 10.7934/p3569
title: A burrowing frog from the late Paleocene of Mongolia uncovers a deep history of spadefoot toads (Pelobatoidea) in East Asia (project)
DOI: 10.25549/inscriptifact-ouc110809651
title: Ur III Cuneiform Tablet Recording a List of Small Cattle, BMC 2009.18.2

description: [Text Description:] Ur III ❧ [Text or Publication Number Note:] BMC 2009.18.2 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay, Cuneiform Tablet ❧ [Physical Object Note:] 5 13/16 in. x 3 in. x 1 5/16 in. (14.7 cm x 7.6 cm x 3.4 cm)
DOI: 10.7934/p3573
title: A new species of Kentriodon (Cetacea, Odontoceti, Kentriodontidae) from the Miocene of Japan (project)
DOI: 10.7934/p3575
title: First squalodelphinid from the early Miocene of the
Pacific realm in the Northern Hemisphere (project)
DOI: 10.25549/inscriptifact-ouc110808508
title: Cylinder Seal Impression

description: [Text Description:] Figure seated in front of altar, bull standing behind. Other smaller figures, moon symbol. ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay with cylinder seal impression
DOI: 10.7934/p3581
title: Eocene Araucaria Sect. Eutacta from Patagonia and ﬂoristic turnover during the initial isolation of South America (project)
DOI: 10.25549/inscriptifact-ouc110809575
title: Ur III Cuneiform Tablet Recording a List of Small Cattle, BMC 2009.18.2

description: [Text Description:] Ur III ❧ [Text or Publication Number Note:] BMC 2009.18.2 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay, Cuneiform Tablet ❧ [Physical Object Note:] 5 13/16 in. x 3 in. x 1 5/16 in. (14.7 cm x 7.6 cm x 3.4 cm)
DOI: 10.7934/p3582
title: No Tömösváry organ in flat backed millipedes (Diplopoda: Polydesmida) (project)
DOI: 10.7934/p3587
title: New dicynodonts (Therapsida, Anomodontia) from near the Permo-Triassic boundary of Laos: implications for dicynodont survivorship across the Permo-Triassic mass extinction and the paleobiogeography of Southeast Asian blocks (project)
DOI: 10.25549/inscriptifact-ouc110808506
title: Cylinder Seal Impression

description: [Text Description:] Figure seated in front of altar, bull standing behind. Other smaller figures, moon symbol. ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay with cylinder seal impression
DOI: 10.7934/p3589
title: Growth and feeding ecology of coniform conodonts  (project)
DOI: 10.25549/inscriptifact-ouc110809152
title: Bronze Coin, BMC 2009.13.8

description: [Text or Publication Number Note:] BMC 2009.13.8 ❧ [Medium:] Metal ❧ [Script Note:] Uncertain ❧ [Physical Object Description:] Bronze Coin ❧ [Physical Object Note:] 13/16 in. x 13/16 in. x 1/16 in. (2.1 cm x 2 cm x 0.2 cm)
DOI: 10.7934/p3592
title: Baltic amber members of the extant Micrillus–Scymbalium lineage of the Paederinae rove beetles (Coleoptera, Staphylinidae) and their systematic and ecological significance (project)
DOI: 10.25549/inscriptifact-ouc110808793
title: Ur III Vase, Ur III Beaker

description: [Text Description:] Vase or beaker from Ur III's third dynasty ❧ [Excavation Description:] Found at Ur ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Pottery vase or beaker. In excellent condition, remains fully intact. ❧ [Physical Object Note:] 9.25 in. height, 4.25 in. width at mouth, 2.25 in. width at base
DOI: 10.7934/p3595
title: A potential new endemism: speciation of the common octopus Octopus vulgaris in the Desertas Islands, Cabo Verde? Octopus vulgaris from Cabo Verde Desertas (project)
DOI: 10.25549/inscriptifact-ouc110809376
title: Cuneiform Tablet, BMC 2009.18.1

description: [Text or Publication Number Note:] BMC 2009.18.1 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay, Cuneiform Tablet ❧ [Physical Object Note:] 2 3/8 in. x 1 9/16 in. x 3 1/8 in. (6 cm x 4 cm x 8 cm)
DOI: 10.15468/dl.9q5uh4
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.55853 45.61424,57.83494 45.61424,57.83494 58.90969,24.55853 58.90969,24.55853 45.61424))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynodon dactylon (L.) Pers."
 ]
}

 The dataset includes 447 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007043-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14653369
title: (14)-Strobl2025A-DS0013 – SLICE-1 – Tribolium castaneum AGOC{ATub'H2A/H2B°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0013 – SLICE-1 – Tribolium castaneum AGOC{ATub'H2A/H2B°NB-mEmerald} #2 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.15468/dl.a8kyef
title: Occurrence Download

description: A dataset containing 2034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.3 -36.4,50.1 -36.4,50.1 1,11.3 1,11.3 -36.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xylocopa caffra (Linnaeus, 1767)",
 "Year 1970-2024"
 ]
}

 The dataset includes 2034 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011842-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93sb74
title: Occurrence Download

description: A dataset containing 809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Deinandra increscens (H.M.Hall ex D.D.Keck) B.G.Baldwin, Eriodictyon capitatum Eastw.)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 809 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011840-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebv42j
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron sperabiloides Tagg & Forrest"
 ]
}

 The dataset includes 36 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012881-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gcq3p
title: Occurrence Download

description: A dataset containing 898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.49411 43.47353,-0.15551 43.47353,-0.15551 44.00874,-1.49411 44.00874,-1.49411 43.47353))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anguilla anguilla (Linnaeus, 1758)",
 "Year 2019-2025"
 ]
}

 The dataset includes 898 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012882-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsttv2
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis cheilanthifolia Schrenk"
 ]
}

 The dataset includes 682 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012883-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31103164.v1
title: Additional file 1 of A data model for the spatialized integration of archaeological excavation information from prehistoric sites

description: Supplementary Data
DOI: 10.6084/m9.figshare.31103164
title: Additional file 1 of A data model for the spatialized integration of archaeological excavation information from prehistoric sites

description: Supplementary Data
DOI: 10.15468/dl.76ajvm
title: Occurrence Download

description: A dataset containing 1191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.6_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Ondatra zibethicus"
 ]
}

 The dataset includes 1191 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001673-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31103172
title: Additional file 2 of Targeted questionnaires improve detection of early gastrointestinal symptoms in young children with Fabry disease

description: Supplementary Material 2
DOI: 10.6084/m9.figshare.31103172.v1
title: Additional file 2 of Targeted questionnaires improve detection of early gastrointestinal symptoms in young children with Fabry disease

description: Supplementary Material 2
DOI: 10.15468/dl.qj52um
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((-4.66905 33.84037,88.66905 33.84037,88.66905 71.15963,-4.66905 71.15963,-4.66905 33.84037))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium pskemense"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001675-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpsrmd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.73 0.990184, 101.659727 0.984616, 101.591184 0.96805, 101.526061 0.940895, 101.465961 0.903817, 101.412364 0.857732, 101.36659 0.803774, 101.329765 0.743272, 101.302796 0.677716, 101.286347 0.60872, 101.280823 0.537983, 101.286358 0.467247, 101.302816 0.398254, 101.329792 0.332701, 101.366621 0.272204, 101.412397 0.218251, 101.465992 0.172171, 101.526088 0.135098, 101.591204 0.107946, 101.659737 0.091382, 101.73 0.085815, 101.800263 0.091382, 101.868796 0.107946, 101.933912 0.135098, 101.994008 0.172171, 102.047603 0.218251, 102.093379 0.272204, 102.130208 0.332701, 102.157184 0.398254, 102.173642 0.467247, 102.179177 0.537983, 102.173653 0.60872, 102.157204 0.677716, 102.130235 0.743272, 102.09341 0.803774, 102.047636 0.857732, 101.994039 0.903817, 101.933939 0.940895, 101.868816 0.96805, 101.800273 0.984616, 101.73 0.990184))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001674-260120142942310/datasets/export for details.
DOI: 10.6084/m9.figshare.31103202
title: Additional file 2 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 2: Additional file 2. Genus level composition across the treatment groups
DOI: 10.6084/m9.figshare.31103202.v1
title: Additional file 2 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 2: Additional file 2. Genus level composition across the treatment groups
DOI: 10.6084/m9.figshare.31103211
title: Additional file 3 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 3: Additional file 3. List of differentially abundant genera across the treatment groups, compared to T1 (0mg/kg)
DOI: 10.6084/m9.figshare.31103211.v1
title: Additional file 3 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 3: Additional file 3. List of differentially abundant genera across the treatment groups, compared to T1 (0mg/kg)
DOI: 10.6084/m9.figshare.31103226
title: Additional file 4 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 4: Additional file 4. List of differentially abundant KOs across the treatment groups, compared to T1 (0mg/kg)
DOI: 10.6084/m9.figshare.31103226.v1
title: Additional file 4 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 4: Additional file 4. List of differentially abundant KOs across the treatment groups, compared to T1 (0mg/kg)
DOI: 10.6084/m9.figshare.31103241
title: Additional file 5 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 5: Additional file 5. Raw data collected during the animal study
DOI: 10.6084/m9.figshare.31103241.v1
title: Additional file 5 of Dietary muramidase leads to the downregulation of peptidoglycan biosynthesis and to caecal microbial modulation in laying hens

description: Supplementary Material 5: Additional file 5. Raw data collected during the animal study
DOI: 10.5281/zenodo.18322379
title: Utricularia foliosa L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18322380
title: Utricularia foliosa L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.dtj5uv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((117.722 4.963154, 117.651475 4.957583, 117.58269 4.94101, 117.517341 4.913843, 117.457041 4.876751, 117.403275 4.83065, 117.357367 4.776677, 117.320448 4.716162, 117.293424 4.650596, 117.27696 4.581596, 117.271456 4.51086, 117.277046 4.440131, 117.293588 4.371151, 117.320673 4.305615, 117.357632 4.245138, 117.403553 4.191207, 117.457306 4.145149, 117.517567 4.108095, 117.582853 4.080958, 117.651561 4.064404, 117.722 4.058841, 117.792439 4.064404, 117.861147 4.080958, 117.926433 4.108095, 117.986694 4.145149, 118.040447 4.191207, 118.086368 4.245138, 118.123327 4.305615, 118.150412 4.371151, 118.166954 4.440131, 118.172544 4.51086, 118.16704 4.581596, 118.150576 4.650596, 118.123552 4.716162, 118.086633 4.776677, 118.040725 4.83065, 117.986959 4.876751, 117.926659 4.913843, 117.86131 4.94101, 117.792525 4.957583, 117.722 4.963154))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001677-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18322387
title: Verbena stellarioides Cham. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18322388
title: Verbena stellarioides Cham. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.bshcea
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((48.85277 38.24421,85.14723 38.24421,85.14723 52.75579,48.85277 52.75579,48.85277 38.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium sergii"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001676-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xd4fj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((-3.98162 32.61522,87.98162 32.61522,87.98162 69.38478,-3.98162 69.38478,-3.98162 32.61522))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium suworowii"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001678-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18322391
title: Tillandsia duratii Vis. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18322392
title: Tillandsia duratii Vis. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18322383
title: TA'LIMDA BIG DATA TEXNOLOGIYALARIDAN FOYDALANISH ORQALI O'QUV JARAYONINI OPTIMALLASHTIRISH

description: Ushbu maqolada ta’lim jarayonida Big Data texnologiyalaridan foydalanishning ahamiyati, imkoniyatlari va samaradorlikka ta’siri yoritiladi. Katta hajmdagi o‘quv ma’lumotlarini tahlil qilish orqali o‘quvchilarning individual ehtiyojlarini aniqlash, o‘quv jarayonini optimallashtirish, o‘qituvchi faoliyatini baholash hamda boshqaruv qarorlarini aniq ma’lumotlarga asoslangan holda qabul qilishning afzalliklari ko‘rsatib beriladi. Shuningdek, xorijiy va mahalliy olimlar tadqiqotlari asosida Big Data texnologiyalarining ta’lim tizimidagi o‘rni, uning amaliy joriy etish mexanizmlari va raqamli ta’lim sifatini oshirishdagi roli tahlil qilinadi. Maqola ta’limni raqamlashtirish sharoitida samarali analitik yondashuvlarni shakllantirishga xizmat qiladi.
DOI: 10.5281/zenodo.18322384
title: TA'LIMDA BIG DATA TEXNOLOGIYALARIDAN FOYDALANISH ORQALI O'QUV JARAYONINI OPTIMALLASHTIRISH

description: Ushbu maqolada ta’lim jarayonida Big Data texnologiyalaridan foydalanishning ahamiyati, imkoniyatlari va samaradorlikka ta’siri yoritiladi. Katta hajmdagi o‘quv ma’lumotlarini tahlil qilish orqali o‘quvchilarning individual ehtiyojlarini aniqlash, o‘quv jarayonini optimallashtirish, o‘qituvchi faoliyatini baholash hamda boshqaruv qarorlarini aniq ma’lumotlarga asoslangan holda qabul qilishning afzalliklari ko‘rsatib beriladi. Shuningdek, xorijiy va mahalliy olimlar tadqiqotlari asosida Big Data texnologiyalarining ta’lim tizimidagi o‘rni, uning amaliy joriy etish mexanizmlari va raqamli ta’lim sifatini oshirishdagi roli tahlil qilinadi. Maqola ta’limni raqamlashtirish sharoitida samarali analitik yondashuvlarni shakllantirishga xizmat qiladi.