cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12778789
title: Data and results for the paper: "From Bugs to Benefits: Leveraging Crowd-Sourced Issue Data to Improve User Stories with CrUISE-AC"

description: This page provided the following files used in the study "From Bugs to Benefits: Leveraging Crowd-Sourced Issue Data to Improve User Stories with CrUISE-AC".

domain_thesaurus.json: basic manually created thesaurus for terms that are used in the eCommerce domain. Words are POS tagged ($n for nouns, $v for verbs and $a for adjectives). Composites are combined by underscore. 

Generated Acceptance Criteria.xlsx: automatically generated and assessed acceptance criteria along with a manual approval. The columns are 



ID: unique ID of the user story

Connextra: user story written in connextra pattern "As a [role], I [what], {so I [benefit]}"

Acceptance Criteria: Acceptance criteria that supported the user story originally

Metric class: class of user story determined by CrUISE-score metric

IssueID: unique ID of an issue, the acceptance criteria was generated from

Issue Text Preprocessed: the issue text after beeing preprocessed is supposed to contain requirement-relevant information only

Generated Acceptance Criteria: Gherkin-style acceptance criteria generated from [Issue Text Preprocessed]

Explanation: Explanation generated by GPT-4 Turbo why this acceptance criteria is a valuable and non-trivial addition to the user story and its original AC

Relevant:



1 if manual inspection approved this acceptance criteria as valuable and non-trivial,

otherwise 0
DOI: 10.5281/zenodo.12793108
title: Data and results for the paper: "From Bugs to Benefits: Leveraging Crowd-Sourced Issue Data to Improve User Stories with CrUISE-AC"

description: This page provided the following files used in the study "From Bugs to Benefits: Leveraging Crowd-Sourced Issue Data to Improve User Stories with CrUISE-AC".

domain_thesaurus.json: basic manually created thesaurus for terms that are used in the eCommerce domain. Words are POS tagged ($n for nouns, $v for verbs and $a for adjectives). Composites are combined by underscore. 

generated_acceptance_criteria.xlsx: automatically generated and assessed acceptance criteria along with a manual approval. The columns are 



ID: unique ID of the user story

Connextra: user story written in connextra pattern "As a [role], I [what], {so I [benefit]}"

Acceptance Criteria: Acceptance criteria that supported the user story originally

Metric class: class of user story determined by CrUISE-score metric

IssueID: unique ID of an issue, the acceptance criteria was generated from

Issue Text Preprocessed: the issue text after beeing preprocessed is supposed to contain requirement-relevant information only

Generated Acceptance Criteria: Gherkin-style acceptance criteria generated from [Issue Text Preprocessed]

Explanation: Explanation generated by GPT-4 Turbo why this acceptance criteria is a valuable and non-trivial addition to the user story and its original AC

Relevant:



1 if manual inspection approved this acceptance criteria as valuable and non-trivial,

otherwise 0




userstories_metric_classes.xlsx: metric class, explanations and suggestions generated by CrUISE-score
DOI: 10.5281/zenodo.14779868
title: Advanced Sentiment Analysis of M-Paspor Application Using Integrated Machine Learning and Deep Learning Approaches
DOI: 10.5281/zenodo.14779869
title: Advanced Sentiment Analysis of M-Paspor Application Using Integrated Machine Learning and Deep Learning Approaches
DOI: 10.5281/zenodo.12754329
title: User stories for eCommerce systems

description: This datasets provides 307 real-world user stories from 3 different eCommerce projects.



Project A defines a complete set of requirements for a B2C focused onlineshop of a publishing house who aims do sell his own publications directly.

Project B contains a partial set of requirements for a B2C focused onlineshop of a bookseller.

Project C includes a subset of B2C and B2B requirements for an online bookstore, supplemented by an eProcurement module designed to provide information and automation for industrial customers.


Most of the user stories come with additional acceptance criteria, written in unstructured natural language.

The user stories have been anonymized and the merchant's real names were replaced with neutral terms.

This dataset has been used in our paper "From Bugs to Benefits: Improving User Stories by Leveraging Crowd Knowledge with CrUISE-AC" which has been accepted for presentation in the research track of the IEEE/ACM International Conference on Software Engineering (ICSE) 2025 and will be included in the conference proceedings.

The preprint of the paper is available on arXiv.
DOI: 10.5281/zenodo.12754330
title: User stories for eCommerce systems

description: This datasets provides 307 real-world user stories from 3 different eCommerce projects.



Project A defines a complete set of requirements for a B2C focused onlineshop of a publishing house who aims do sell his own publications directly.

Project B contains a partial set of requirements for a B2C focused onlineshop of a bookseller.

Project C includes a subset of B2C and B2B requirements for an online bookstore, supplemented by an eProcurement module designed to provide information and automation for industrial customers.


Most of the user stories come with additional acceptance criteria, written in unstructured natural language.

The user stories have been anonymized and the merchant's real names were replaced with neutral terms.

This dataset has been used in our paper "From Bugs to Benefits: Improving User Stories by Leveraging Crowd Knowledge with CrUISE-AC" which has been accepted for presentation in the research track of the IEEE/ACM International Conference on Software Engineering (ICSE) 2025 and will be included in the conference proceedings.

The preprint of the paper is available on arXiv.
DOI: 10.15468/dl.ufrd5k
title: Occurrence Download

description: A dataset containing 65508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rhododendron L., Rhamnus alaternus L., Phillyrea latifolia L., Cistus laurifolius L., Buxus sempervirens L., Illex Steenstrup, 1880, Nerium oleander L., Myrtus communis L., Arctostaphylos uva-ursi (L.) Spreng., Laurus nobilis L., Arbutus unedo L., Prunus lusitanica L.)",
 "Year 2010-2025"
 ]
}

 The dataset includes 65508 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006250-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e173781
title: Data and Code for: The Effect of Population Aging on Economic Growth, the Labor Force and Productivity

description: Population aging is expected to slow U.S. economic growth. We use variation in the predetermined component of population aging across states to estimate the impact of population aging on growth in GDP per capita for 1980-2010. We find that each 10% increase in the fraction of the population ages 60+ decreased per-capita GDP by 5.5%. One-third of the reduction arose from slower employment growth; two-thirds was due to slower labor productivity growth. Labor compensation and wages also declined in response. Our estimate implies population aging reduced the growth rate in GDP per capita by 0.3 percentage points per year during 1980-2010.
DOI: 10.3886/e173781v1-165801
title: Data and Code for: The Effect of Population Aging on Economic Growth, the Labor Force and Productivity

description: Population aging is expected to slow U.S. economic
growth. We use variation in the
predetermined component of population aging across states to estimate the
impact of population aging on growth in GDP per capita for 1980-2010. We find
that each 10% increase in the fraction of the population ages 60+ decreased per-capita
GDP by 5.5%. One-third of the reduction
arose from slower employment growth; two-thirds was due to slower labor productivity
growth. Labor compensation and wages also declined in response. Our estimate implies population aging reduced
the growth rate in GDP per capita by 0.3 percentage points per year during
1980-2010.
DOI: 10.15468/dl.c5mgbz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea horsfieldiana Miq."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006252-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1125920
title: Geophysical Data for HS2 Phase One, east of Banbury, Sumo Geosurveys, 2018-2019

description: This collection comprises data from geophysical surveys of 28 areas carried out as part of High Speed Two Phase One. The areas surveyed are located east of Banbury along the route of High Speed Two Phase One. Surveys were undertaken by SUMO Geosurveys on behalf of Fusion JV between 2018 and 2019.
DOI: 10.21227/y188-9957
title: DGFET Data

description: The data set of a double gate FET of spatially varying quantities namely electrostatic potential (i.e. solution of the Poisson equation), quantum corrected equilibrium electron concentration, wavefunctions (solution of the effective mass Schrodinger equation), and eigen energies (solution of the effective mass Schrodinger equation). The data is obtained by varying gate biases from 0 V to 0.6 V (assuming the threshold voltage is 0.3 V) and the channel thickness is varied from 3 nm to 40 nm. The data is obtained by self-consistent solution of the Schrodinger, Poisson, and equilibrium carrier statistics using Finite Difference Method. THe tolerance criteria for the self-consistency was set to 0.5 mV
DOI: 10.34740/kaggle/dsv/10627162
title: Pancreatic Cancer Prediction Dataset
DOI: 10.5281/zenodo.10701273
title: Dataset of the paper "Soundscape dynamics of a cold protected forest: dominance of aircraft noise"

description: Annotated training dataset used to train an artificial neural network (ANN) with mel frequency cepstral coefficients (MFCC) to systematically detect the occurrence of silence and sounds coming from birds, mammals, insects (biophony), rain (geophony), wind (geophony), and aircraft (anthropophony).

The training dataset contains 1314 audio recordings (i.e. soundscapes) collected in a temperate cold climax forest locally named ‘Risoux’. The forest is located in the East of France in the Jura Mountains at the Swiss border and the closest city is Morez (46° 31′ 22″ N, 6° 01′ 23″ E). The forest soundscape was recorded using four automatic SongMeter 4 recorders (Wildlife Acoustics Inc, Concord, MA, USA). These recorders were installed across the Risoux Forest central zone, along a West–East axis. The distance between the recorders was 1.00 ± 0.10 km. The position of the recorders was chosen to (1) cover the forest area, (2) sample a single habitat defined by the dominance of the European spruce, (3) avoid pseudo-replication between neighboring recorders, and (4) avoid anthropogenic noise due to car traffic and local activities. The subsample contained 1% of all recordings and was built to ensure a balanced dataset that is representative of (1) the four recording sites, (2) the 12 months of the year, (3) the seven week days and (4) the 24 h of a day-and-night cycle. Each recording was then listened to and manually classified as one of the five sound types by one of us (EG) using Audacity v2.3.2 (Audacity team 2019).

The script to train the ANN model is available on a Github repository :  https://github.com/ear-team/Grinfeder_Landscape_Ecology_2022 

This work was supported by the Parc naturel du Haut-Jura who received funding from the Région Bourgogne-Franche-Comté
DOI: 10.5281/zenodo.10701274
title: Dataset of the paper "Soundscape dynamics of a cold protected forest: dominance of aircraft noise"

description: Annotated training dataset used to train an artificial neural network (ANN) with mel frequency cepstral coefficients (MFCC) to systematically detect the occurrence of silence and sounds coming from birds, mammals, insects (biophony), rain (geophony), wind (geophony), and aircraft (anthropophony).

The training dataset contains 1314 audio recordings (i.e. soundscapes) collected in a temperate cold climax forest locally named ‘Risoux’. The forest is located in the East of France in the Jura Mountains at the Swiss border and the closest city is Morez (46° 31′ 22″ N, 6° 01′ 23″ E). The forest soundscape was recorded using four automatic SongMeter 4 recorders (Wildlife Acoustics Inc, Concord, MA, USA). These recorders were installed across the Risoux Forest central zone, along a West–East axis. The distance between the recorders was 1.00 ± 0.10 km. The position of the recorders was chosen to (1) cover the forest area, (2) sample a single habitat defined by the dominance of the European spruce, (3) avoid pseudo-replication between neighboring recorders, and (4) avoid anthropogenic noise due to car traffic and local activities. The subsample contained 1% of all recordings and was built to ensure a balanced dataset that is representative of (1) the four recording sites, (2) the 12 months of the year, (3) the seven week days and (4) the 24 h of a day-and-night cycle. Each recording was then listened to and manually classified as one of the five sound types by one of us (EG) using Audacity v2.3.2 (Audacity team 2019).

The script to train the ANN model is available on a Github repository :  https://github.com/ear-team/Grinfeder_Landscape_Ecology_2022 

This work was supported by the Parc naturel du Haut-Jura who received funding from the Région Bourgogne-Franche-Comté
DOI: 10.15468/dl.prar4t
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea lebruniana Germ. & Kesler"
 ]
}

 The dataset includes 348 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006256-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq9k33
title: Occurrence Download

description: A dataset containing 966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dysphania atriplicifolia (Spreng.) G.Kadereit, Sukhor. & Uotila, Salsola latifolia Poir., Salsola atriplicifolia Spreng., Salsola platyphylla Michx., Salsola radiata Desf., Salsola stellata Moq., Salsola corymbosa Moq., Salsola chenopodioides Dum.Cours., Salsola atriplicis Schult., Chenopodium atriplicifolium (Spreng.) A.Ludw., Kochia dentata Willd., Salsola paniculata Moq., Cycloloma atriplicifolium (Spreng.) J.M.Coult., Chenopodium atriplicifolium (Spreng.) A.Ludw. ex Graebn., Kochia atriplicifolia (Spreng.) Roth, Amorea platyphylla (Michx.) Delile, Cyclolepis platyphylla (Michx.) Moq., Cycloloma platyphyllum (Michx.) Moq., Amoreuxia platyphylla (Michx.) Moq., Kochia platyphylla (Michx.) Schult., Chenopodium radiatum (Desf.) Schrad., Salsola dentata (Willd.) Germann)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 966 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006260-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/vduxqp
title: Replication Data for: Does fertilization type drive soil and mulch macroinvertebrate communities in a sugarcane agroecosystem? Evidences from a 10-year field trial

description: Macroinvertebrates play a central role in processes supporting soil fertility. In the framework of the ecological intensification of agriculture, the choice of management practices should be guided by their ability to support these beneficial organisms supplying ecosystem services. This study aims at investigating the specific effect of partial substitution of synthetic fertilizers by locally produced organic fertilizers at a similar level of major nutrient inputs on macroinvertebrate’s abundance and diversity in sugarcane agroecosystems, on a Nitisol. Invertebrates visible to the naked eye were sampled in 2013, 2016, 2019 and 2023 using the standardized TSBF method on a long term experimental field trial in Réunion island. The individuals were identified and soil samples were analyzed for physico-chemical properties. Despite the low response of macroinvertebrates to the fertilizer type, total macroinvertebrate abundance increased over time, especially isopods and earthworms. The input of organic carbon via the return of litter to the soil surface and the root turnover after each harvest enables soil macroinvertebrates to be more abundant even after the replanting tillage. Mulching and root turnover are therefore important levers to consider for promoting macroinvertebrates in sugarcane agroecosystems.
DOI: 10.34740/kaggle/dsv/10619425
title: Formal and Informal Housing Dataset Bulawayo
DOI: 10.15468/dl.wwhpwa
title: Occurrence Download

description: A dataset containing 2840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didelphis albiventris Lund, 1840",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2840 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006263-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvtkcr
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.08832 40.65733,-0.69243 40.65009,-0.68265 40.9317,-1.08021 40.93901,-1.08832 40.65733))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, NT)",
 "TaxonKey is Animalia",
 "Year 2014-2025"
 ]
}

 The dataset includes 173 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006265-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrnzsn
title: Occurrence Download

description: A dataset containing 14427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dysphania pumilio (R.Br.) Mosyakin & Clemants, Blitum glandulosum Moq., Chenopodium carinatum f. rubellum Aellen, Chenopodium pumilio R.Br., Blitum pumilio C.A.Mey., Chenopodium pumilio var. oblongifolium J.M.Black, Chenopodium glandulosum (Moq.) F.Muell., Chenopodium pumilio f. glandulosum (Moq.) Aellen, Chenopodium pumilio f. rubellum (Aellen) Aellen, Blitum pumilio (R.Br.) C.A.Mey. ex Steud., Ambrina pumilio (R.Br.) Moq., Neobotrydium pumilio (R.Br.) M.L.Zhang & G.L.Chu, Teloxys pumilio (R.Br.) W.A.Weber)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 14427 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006264-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jetda
title: Occurrence Download

description: A dataset containing 2194082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Repatriated is TRUE",
 "Country is Norway",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is (Table 3) Relative abundance of Azolla spp., peridinoid dinocysts, gonyaulacoid dinocysts, non-saccate pollen, bisaccate pollen and spores from the Lomonosov Ridge during different Arctic coring expeditions"
 ]
 }
 }
 ]
}

 The dataset includes 2194082 records from 1609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066300-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfq8sz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halamphora (Cleve) Z.Levkov, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066327-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hse5pv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halamphora (Cleve) Z.Levkov, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066328-250525065834625/datasets/export for details.
DOI: 10.15468/dl.d26mds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halamphora (Cleve) Z.Levkov, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066329-250525065834625/datasets/export for details.
DOI: 10.15468/dl.x4ezr4
title: Occurrence Download

description: A dataset containing 13042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyocypris chinensis Günther, 1868"
 ]
}

 The dataset includes 13042 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066330-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.jcp.30687119
title: SUPPLEMENTARY MATERIAL

description: The supplementary material is available online and contains information on molecular geometries, CAP parameters and optimal \eta and \theta values.
DOI: 10.60893/figshare.jcp.30687119.v1
title: SUPPLEMENTARY MATERIAL

description: The supplementary material is available online and contains information on molecular geometries, CAP parameters and optimal \eta and \theta values.
DOI: 10.7910/dvn/akwi5u
title: Price level of imports for El Salvador

description: Original dataset for the price level of imports for El Salvador.