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The study illustrated that the current tendering process and the tools used, do have some limitations and drawbacks: the tools do not cover the total environmental impact as e.g. LCA do, the data concerning recycling or specific plant-related processes are outdated or missing and the data collection for back calculation of the total emission required too much manual efforts and shortcomings.
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These alerts are based on your pre-configured interests, so there's a bit of initial data input involved, but they're something which would have required much more manual efforts on an end user's part to surface before.
Theoretically, the research is significant as it shows how an unsupervised online topic identification approach can be designed without much manual annotation effort, which may have great implications for future development of expert and intelligent systems.
The informal nature of scenarios requires that analysts do much manual work with them, and much tedious and detailed effort is needed to make a collection of scenarios well-defined, relatively complete, minimal, and coherent.
It took much manual manipulation; the Vermont soil is mostly rocks.
After much manual transcription, the results are entered into a database.
Second, as the job title suggests, being a dealer requires much manual dexterity.
The old app was pretty much manual entry for events.
Hopefully our manual efforts, joined with the building, can see us through.
The screening process, however, also requires domain expertise and manual efforts.
We sought to extend and complement manual efforts with automated text mining techniques.
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