SKU: 52649492696

Opinion Mining for Software Development

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Description

Opinion Mining for Software DevelopmentOpinion mining, which uses computational methods to extract opinions and sentiments from natural language texts, can be applied to various software engineering (SE) tasks. For example, developers can mine user feedback from mobile app reviews to understand how to improve their products, and software team leaders can assess developers' mood and emotions by mining communication logs or commit messages. Also, the growing popularity of technical Q&A

Opinion mining, which uses computational methods to extract opinions and sentiments from natural language texts, can be applied to various software engineering (SE) tasks. For example, developers can mine user feedback from mobile app reviews to understand how to improve their products, and software team leaders can assess developers' mood and emotions by mining communication logs or commit messages. Also, the growing popularity of technical Q&A websites (e.g., Stack Overflow) and code-sharing platforms (e.g., GitHub) made available a plethora of information that can be mined to collect opinions of experienced developers (e.g., what they think about a specific software library). The latter can be used to assist software design decisions.

However, such a task is far from trivial due to three main reasons: First, the amount of information available online is huge; second, opinions are often embedded in unstructured data; and third, recent studies have indicated that opinion mining tools provide unreliable results when used out-of-the-box in the SE domain, since they are not designed to process SE datasets.

Despite all these challenges, we believe mining opinions from online resources enables developers to access peers' expertise with ease. The knowledge embedded in these opinions, once converted into actionable items, can facilitate software development activities.

We first investigated the feasibility of using state-of-the-art sentiment analysis tools to identify sentiment polarity in the software context. We also examined whether customizing a neural network model with SE data can improve its performance of sentiment polarity prediction. Based on the findings of these studies, we proposed a novel approach for recommending APIs with rationales by mining opinions from Q&A websites to support software design decisions. On the one hand, we shed light on the limitations researchers face when applying existing opinion mining techniques in SE context. On the other hand, we illustrate the promise of mining opinions from online resources to support software development activities.

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SKU: 52649492696

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EarGoggles
Cuba, US
★★★★★ 5
Faithful to the soap's original scent
Scent: Original Citrus + Eucalyptus
I love the Huron Original Citrus + Eucalyptus bar soap so much, I started looking at the cologne from the same company. I collect (too many) fragrances, and love having different scents to choose from depending on the day and occasion. I have plenty of warmer scents, but not enough freshies that I really like. After reading other reviews here on Amazon, I figured this was a safe bet. And I was right! Performance is great. I use it on my skin only (because I only really want my wife and I smelling me...not everyone else who I walk by). It lasts me 8+ hours easily. And the fragrance is true to the original scent I know from Huron's soap. Exactly what I wanted. It's a very fair price for a cologne that performs this well, and I can wear it anywhere for any purpose, very versatile. The bottle is nice and the atomizer is strong and even.
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Reviewed in the United States on October 11, 2025
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Louis Creed
Waukegan, US
★★★★★ 5
Breathe in my essence and remember me!
Scent: Original Citrus + Eucalyptus
Alright, listen up, because I’m about to let you in on the best-kept secret in men’s fragrance. This right here—Huron Eau de Parfum—is not just a cologne. Oh no, this is a power move in a bottle. You spritz this on, and it’s like stepping into a world where you’ve just conquered a mountain, tamed a wild stallion, and shaken hands with destiny. Crisp citrus, fresh eucalyptus, a hint of mint, and aromatic greens—it’s like Mother Nature whipped up a scent just for men who are ready to take on the world. We’re talking about a cologne that’s refreshing enough to wake you up better than a cold shower and bold enough to say, “Yeah, I’m here. And I smell damn fantastic.” And here’s the kicker: this stuff is long-lasting. None of that “spray it in the morning, gone by lunchtime” nonsense. No, this baby’s got stamina—just like any real champion should. You’ll still be smelling like a million bucks well after the day is done. And let’s not forget the ingredients: safe, clean, the kind of stuff that says, “I care about what I’m putting on my skin because I’m a class act.” So if you’re looking for a fragrance that says champion, look no further. Huron Eau de Parfum is that fresh, invigorating smell of victory bottled up just for you. Five stars. Because this is for men who don’t just live life—they dominate it.
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Reviewed in the United States on October 29, 2024
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Shortfat&bald
Los Angeles, US
★★★★★ 5
Great scent.
Scent: Original Citrus + Eucalyptus
Very pleasant scent. It is very similar to CK1. I’ve received many compliments when I use this.
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Reviewed in the United States on March 19, 2026
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MFR
Dallas, US
★★★★★ 1
Pass on this one
Scent: Original Citrus + Eucalyptus
Zero projection, scent gone in 2 hours. Very weak for an Eau de Parfum.
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Reviewed in the United States on September 19, 2025
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Brisell
Phoenix, US
★★★★★ 4
Fresh smell
Scent: Original Citrus + Eucalyptus
Sleeps really good
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Reviewed in the United States on March 30, 2026

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